From e57ecd87bf2b0d3c9bac5e06ecb10cde903864d5 Mon Sep 17 00:00:00 2001
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Date: Wed, 13 Apr 2022 01:34:28 +0000
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---
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 .../plot_make_gif.ipynb                       |   2 +-
 .../static_with_custom_template.ipynb         |   2 +-
 .../auto_examples_python.zip                  | Bin 73840 -> 73836 bytes
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 .../multiple_datasets.ipynb                   |   2 +-
 .../plot_get_roi_vertices.ipynb               |   2 +-
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 .../plot_volume.ipynb                         |   2 +-
 .../import_fmriprep.py                        |   2 +-
 .../auto_examples_jupyter.zip                 | Bin 119125 -> 119121 bytes
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 .../quickflat/plot_make_gif.rst.txt           |  38 ++++-----
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 .../quickflat/plot_make_svg.rst.txt           |  14 ++--
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 .../quickflat/plot_sulci.rst.txt              |  16 ++--
 .../quickflat/plot_thickness_nanmean.rst.txt  |  14 ++--
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 generated/cortex.utils.get_ctmmap.html        |   4 +-
 generated/cortex.utils.get_ctmpack.html       |   4 +-
 generated/cortex.utils.get_dropout.html       |   4 +-
 generated/cortex.utils.get_hemi_masks.html    |   4 +-
 generated/cortex.utils.get_roi_mask.html      |   4 +-
 generated/cortex.utils.get_roi_masks.html     |   4 +-
 generated/cortex.utils.get_roi_verts.html     |   4 +-
 generated/cortex.utils.get_vox_dist.html      |   4 +-
 generated/cortex.utils.make_movie.html        |   4 +-
 generated/cortex.utils.vertex_to_voxel.html   |   4 +-
 generated/cortex.volume.anat2epispace.html    |   4 +-
 .../cortex.volume.anat2epispace_fsl.html      |   4 +-
 generated/cortex.volume.epi2anatspace.html    |   4 +-
 .../cortex.volume.epi2anatspace_fsl.html      |   4 +-
 generated/cortex.volume.mosaic.html           |   4 +-
 generated/cortex.volume.show_glass.html       |   4 +-
 generated/cortex.volume.show_mip.html         |   4 +-
 generated/cortex.volume.show_slice.html       |   4 +-
 generated/cortex.volume.unmask.html           |   4 +-
 generated/cortex.webgl.make_static.html       |   4 +-
 generated/cortex.webgl.show.html              |   4 +-
 generated/cortex.xfm.Transform.html           |   8 +-
 genindex.html                                 |   4 +-
 index.html                                    |   4 +-
 install.html                                  |   4 +-
 py-modindex.html                              |   4 +-
 rois.html                                     |   4 +-
 search.html                                   |   4 +-
 searchindex.js                                |   2 +-
 segmentation.html                             |   4 +-
 segmentation_guide.html                       |   4 +-
 transforms.html                               |   4 +-
 userguide/webgl.html                          |   4 +-
 406 files changed, 1434 insertions(+), 1363 deletions(-)

diff --git a/.buildinfo b/.buildinfo
index 1711d72ec..dfc8a79db 100644
--- a/.buildinfo
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 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
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index fa7bc1ff4..99d239e2e 100644
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index 5dd028c78..88cc5ca81 100644
--- a/_downloads/03727e1a4b42addea2598e45140498aa/static_with_custom_template.ipynb
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index bcc3b5f1d..02d74e73f 100644
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index 2e94519a1..7ceab5003 100644
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index e38ff789d..20d52bfa3 100644
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diff --git a/_downloads/5eeaabd38fb75e278bcc70a86663c196/subject_to_mni.ipynb b/_downloads/5eeaabd38fb75e278bcc70a86663c196/subject_to_mni.ipynb
index 6b9f82baf..8dc3ba81f 100644
--- a/_downloads/5eeaabd38fb75e278bcc70a86663c196/subject_to_mni.ipynb
+++ b/_downloads/5eeaabd38fb75e278bcc70a86663c196/subject_to_mni.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/5f330fb3660509634926cd0332d7cbc6/plot_vertex.ipynb b/_downloads/5f330fb3660509634926cd0332d7cbc6/plot_vertex.ipynb
index d95e2df34..d3b932661 100644
--- a/_downloads/5f330fb3660509634926cd0332d7cbc6/plot_vertex.ipynb
+++ b/_downloads/5f330fb3660509634926cd0332d7cbc6/plot_vertex.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/6346ec4b05719b3c67f1d74a7c94ee9d/plot_rois.ipynb b/_downloads/6346ec4b05719b3c67f1d74a7c94ee9d/plot_rois.ipynb
index 0b2e8c23c..3b16fd994 100644
--- a/_downloads/6346ec4b05719b3c67f1d74a7c94ee9d/plot_rois.ipynb
+++ b/_downloads/6346ec4b05719b3c67f1d74a7c94ee9d/plot_rois.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
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diff --git a/_downloads/638db29a2498956b03e341d19f7c71df/plot_interpolate_data.ipynb b/_downloads/638db29a2498956b03e341d19f7c71df/plot_interpolate_data.ipynb
index aebe520af..78a9403fd 100644
--- a/_downloads/638db29a2498956b03e341d19f7c71df/plot_interpolate_data.ipynb
+++ b/_downloads/638db29a2498956b03e341d19f7c71df/plot_interpolate_data.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
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   "nbformat": 4,
diff --git a/_downloads/6c38c4cf54bcaedfa877a93db30d0119/plot_volume.ipynb b/_downloads/6c38c4cf54bcaedfa877a93db30d0119/plot_volume.ipynb
index 868671f44..510ebcdb4 100644
--- a/_downloads/6c38c4cf54bcaedfa877a93db30d0119/plot_volume.ipynb
+++ b/_downloads/6c38c4cf54bcaedfa877a93db30d0119/plot_volume.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/6d9612f71399b48fcdf9be6a5d6c4b7f/import_fmriprep.py b/_downloads/6d9612f71399b48fcdf9be6a5d6c4b7f/import_fmriprep.py
index c762c01e2..34cbd2777 100644
--- a/_downloads/6d9612f71399b48fcdf9be6a5d6c4b7f/import_fmriprep.py
+++ b/_downloads/6d9612f71399b48fcdf9be6a5d6c4b7f/import_fmriprep.py
@@ -23,7 +23,7 @@
 # import subject into pycortex database
 fmriprep.import_subj(subject_id, source_directory)
 
-# We can use visualize the imported subject's T1-weighted image
+# We can visualize the imported subject's T1-weighted image
 anat_nifti = 'fmriprep/sub-001/anat/sub-001_T1w_preproc.nii.gz'
 t1_image_path = op.join(source_directory, anat_nifti)
 
diff --git a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
index a161a8b93e363bd24d5ebce72e7815319b8e56f5..014a5c405a2172407bbbb78d832569b9628890f8 100644
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diff --git a/_downloads/712cc7a3913a50341baae9f6b000d797/plot_mosaic.ipynb b/_downloads/712cc7a3913a50341baae9f6b000d797/plot_mosaic.ipynb
index 8c807c1ae..0fccb125d 100644
--- a/_downloads/712cc7a3913a50341baae9f6b000d797/plot_mosaic.ipynb
+++ b/_downloads/712cc7a3913a50341baae9f6b000d797/plot_mosaic.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/71eedfa1e15eeae1d50e837a5d00378d/plot_tissots_indicatrix.ipynb b/_downloads/71eedfa1e15eeae1d50e837a5d00378d/plot_tissots_indicatrix.ipynb
index 878b95d43..ecff2a48f 100644
--- a/_downloads/71eedfa1e15eeae1d50e837a5d00378d/plot_tissots_indicatrix.ipynb
+++ b/_downloads/71eedfa1e15eeae1d50e837a5d00378d/plot_tissots_indicatrix.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/774806b543a93da25908653d426c15c1/plot_cutouts.ipynb b/_downloads/774806b543a93da25908653d426c15c1/plot_cutouts.ipynb
index 53ff32db2..0a760c45c 100644
--- a/_downloads/774806b543a93da25908653d426c15c1/plot_cutouts.ipynb
+++ b/_downloads/774806b543a93da25908653d426c15c1/plot_cutouts.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
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   "nbformat": 4,
diff --git a/_downloads/813e10fd805fb08e209798753ce45729/plot_volume_to_vertex.ipynb b/_downloads/813e10fd805fb08e209798753ce45729/plot_volume_to_vertex.ipynb
index 26f167731..7b862fdeb 100644
--- a/_downloads/813e10fd805fb08e209798753ce45729/plot_volume_to_vertex.ipynb
+++ b/_downloads/813e10fd805fb08e209798753ce45729/plot_volume_to_vertex.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/85a1ab66519fd897a9f08ef615f4ac6b/plot_sulci.ipynb b/_downloads/85a1ab66519fd897a9f08ef615f4ac6b/plot_sulci.ipynb
index 235f3a42f..c427e69f8 100644
--- a/_downloads/85a1ab66519fd897a9f08ef615f4ac6b/plot_sulci.ipynb
+++ b/_downloads/85a1ab66519fd897a9f08ef615f4ac6b/plot_sulci.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/88045a5ca44795160381b3e40115ed85/plot_vertexRGB.ipynb b/_downloads/88045a5ca44795160381b3e40115ed85/plot_vertexRGB.ipynb
index abe253678..15959159f 100644
--- a/_downloads/88045a5ca44795160381b3e40115ed85/plot_vertexRGB.ipynb
+++ b/_downloads/88045a5ca44795160381b3e40115ed85/plot_vertexRGB.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/8cf11f78d8c4186f5276b30e9ad94586/plot_vertex2D.ipynb b/_downloads/8cf11f78d8c4186f5276b30e9ad94586/plot_vertex2D.ipynb
index f9c501ca9..9676ad756 100644
--- a/_downloads/8cf11f78d8c4186f5276b30e9ad94586/plot_vertex2D.ipynb
+++ b/_downloads/8cf11f78d8c4186f5276b30e9ad94586/plot_vertex2D.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/93df78f3116af947a5f503a4a33c9ddd/plot_make_svg.ipynb b/_downloads/93df78f3116af947a5f503a4a33c9ddd/plot_make_svg.ipynb
index 217095a9c..c540a6ab5 100644
--- a/_downloads/93df78f3116af947a5f503a4a33c9ddd/plot_make_svg.ipynb
+++ b/_downloads/93df78f3116af947a5f503a4a33c9ddd/plot_make_svg.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/967bde64d496491cb07a443c9ede7fc9/plot_advanced_compositing.ipynb b/_downloads/967bde64d496491cb07a443c9ede7fc9/plot_advanced_compositing.ipynb
index 5c462d26e..21006a193 100644
--- a/_downloads/967bde64d496491cb07a443c9ede7fc9/plot_advanced_compositing.ipynb
+++ b/_downloads/967bde64d496491cb07a443c9ede7fc9/plot_advanced_compositing.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/a075cfaa8cd8b107253dda362b33178e/plot_flatmap_distortion.ipynb b/_downloads/a075cfaa8cd8b107253dda362b33178e/plot_flatmap_distortion.ipynb
index fbc14208f..afb5e4cec 100644
--- a/_downloads/a075cfaa8cd8b107253dda362b33178e/plot_flatmap_distortion.ipynb
+++ b/_downloads/a075cfaa8cd8b107253dda362b33178e/plot_flatmap_distortion.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
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   "nbformat": 4,
diff --git a/_downloads/bcb26d7471e165be66ecc1ea4a79a747/import_fmriprep.ipynb b/_downloads/bcb26d7471e165be66ecc1ea4a79a747/import_fmriprep.ipynb
index 5b0f71ad9..43cdc1819 100644
--- a/_downloads/bcb26d7471e165be66ecc1ea4a79a747/import_fmriprep.ipynb
+++ b/_downloads/bcb26d7471e165be66ecc1ea4a79a747/import_fmriprep.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import cortex\nfrom cortex import fmriprep\nfrom os import path as op\n\n# Location of the downloaded openfmri dataset\nsource_directory = '/derivatives/ds000164'\n# fmriprep subject name (without \"sub-\")\nsubject_id = '001' \n\n# import subject into pycortex database\nfmriprep.import_subj(subject_id, source_directory)\n\n# We can use visualize the imported subject's T1-weighted image\nanat_nifti = 'fmriprep/sub-001/anat/sub-001_T1w_preproc.nii.gz'\nt1_image_path = op.join(source_directory, anat_nifti)\n\n# Now we can make a volume using the built-in identity transform\nt1w_volume = cortex.Volume(t1_image_path, subject_id, 'identity')\n\n# And show the result.\nds = cortex.Dataset(t1w=t1w_volume)\ncortex.webgl.show(ds)"
+        "import cortex\nfrom cortex import fmriprep\nfrom os import path as op\n\n# Location of the downloaded openfmri dataset\nsource_directory = '/derivatives/ds000164'\n# fmriprep subject name (without \"sub-\")\nsubject_id = '001' \n\n# import subject into pycortex database\nfmriprep.import_subj(subject_id, source_directory)\n\n# We can visualize the imported subject's T1-weighted image\nanat_nifti = 'fmriprep/sub-001/anat/sub-001_T1w_preproc.nii.gz'\nt1_image_path = op.join(source_directory, anat_nifti)\n\n# Now we can make a volume using the built-in identity transform\nt1w_volume = cortex.Volume(t1_image_path, subject_id, 'identity')\n\n# And show the result.\nds = cortex.Dataset(t1w=t1w_volume)\ncortex.webgl.show(ds)"
       ]
     }
   ],
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/c47834bb21df7cc049ba6afc8a9f9184/plot_dataset_arithmetic.ipynb b/_downloads/c47834bb21df7cc049ba6afc8a9f9184/plot_dataset_arithmetic.ipynb
index 723f3abe3..8164e92e2 100644
--- a/_downloads/c47834bb21df7cc049ba6afc8a9f9184/plot_dataset_arithmetic.ipynb
+++ b/_downloads/c47834bb21df7cc049ba6afc8a9f9184/plot_dataset_arithmetic.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/c4a1569322d832cb845e73fb64382cd3/plot_volume2D.ipynb b/_downloads/c4a1569322d832cb845e73fb64382cd3/plot_volume2D.ipynb
index 2581e2984..e8c76002a 100644
--- a/_downloads/c4a1569322d832cb845e73fb64382cd3/plot_volume2D.ipynb
+++ b/_downloads/c4a1569322d832cb845e73fb64382cd3/plot_volume2D.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/c74b122a2f122b3931ba518c8dce3b97/mni_to_subject.ipynb b/_downloads/c74b122a2f122b3931ba518c8dce3b97/mni_to_subject.ipynb
index b46140dd9..4a8443b5e 100644
--- a/_downloads/c74b122a2f122b3931ba518c8dce3b97/mni_to_subject.ipynb
+++ b/_downloads/c74b122a2f122b3931ba518c8dce3b97/mni_to_subject.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/cc502342f659cf0c536754003ffae538/dynamic_with_custom_template.ipynb b/_downloads/cc502342f659cf0c536754003ffae538/dynamic_with_custom_template.ipynb
index 61d561158..b1d29b54e 100644
--- a/_downloads/cc502342f659cf0c536754003ffae538/dynamic_with_custom_template.ipynb
+++ b/_downloads/cc502342f659cf0c536754003ffae538/dynamic_with_custom_template.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/d9b4e151ce75aace67a450abc15967b6/plot_make_png.ipynb b/_downloads/d9b4e151ce75aace67a450abc15967b6/plot_make_png.ipynb
index 6c56acad2..3b6b75134 100644
--- a/_downloads/d9b4e151ce75aace67a450abc15967b6/plot_make_png.ipynb
+++ b/_downloads/d9b4e151ce75aace67a450abc15967b6/plot_make_png.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/dafaff1c5c813c5150e44a7314911857/plot_volumeRGB.ipynb b/_downloads/dafaff1c5c813c5150e44a7314911857/plot_volumeRGB.ipynb
index 38c5f9913..86f856fb9 100644
--- a/_downloads/dafaff1c5c813c5150e44a7314911857/plot_volumeRGB.ipynb
+++ b/_downloads/dafaff1c5c813c5150e44a7314911857/plot_volumeRGB.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/e01e45ad3d31a19a9f9f8dff3847cf51/plot_zoom_to_roi.ipynb b/_downloads/e01e45ad3d31a19a9f9f8dff3847cf51/plot_zoom_to_roi.ipynb
index 06cf91584..e61efbe07 100644
--- a/_downloads/e01e45ad3d31a19a9f9f8dff3847cf51/plot_zoom_to_roi.ipynb
+++ b/_downloads/e01e45ad3d31a19a9f9f8dff3847cf51/plot_zoom_to_roi.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/efc62904d6eba92714248fce62fca073/single_dataset.ipynb b/_downloads/efc62904d6eba92714248fce62fca073/single_dataset.ipynb
index 791277c39..97df1aafe 100644
--- a/_downloads/efc62904d6eba92714248fce62fca073/single_dataset.ipynb
+++ b/_downloads/efc62904d6eba92714248fce62fca073/single_dataset.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/f23fbcea3c616b715df90ee0cbac9bdf/plot_geodesic_path.ipynb b/_downloads/f23fbcea3c616b715df90ee0cbac9bdf/plot_geodesic_path.ipynb
index a6d91f2d3..c929d6152 100644
--- a/_downloads/f23fbcea3c616b715df90ee0cbac9bdf/plot_geodesic_path.ipynb
+++ b/_downloads/f23fbcea3c616b715df90ee0cbac9bdf/plot_geodesic_path.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/fc8b05be95bda3f3431b5b5752f2c0fd/plot_geodesic_distance.ipynb b/_downloads/fc8b05be95bda3f3431b5b5752f2c0fd/plot_geodesic_distance.ipynb
index afac7eeee..5ff5df1de 100644
--- a/_downloads/fc8b05be95bda3f3431b5b5752f2c0fd/plot_geodesic_distance.ipynb
+++ b/_downloads/fc8b05be95bda3f3431b5b5752f2c0fd/plot_geodesic_distance.ipynb
@@ -46,7 +46,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.10"
+      "version": "3.9.12"
     }
   },
   "nbformat": 4,
diff --git a/_modules/cortex/align.html b/_modules/cortex/align.html
index 32bbe6c7b..feef1b67d 100644
--- a/_modules/cortex/align.html
+++ b/_modules/cortex/align.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.align &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.align &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -42,7 +42,7 @@ <h1>Source code for cortex.align</h1><div class="highlight"><pre>
 <span class="kn">from</span> <span class="nn">builtins</span> <span class="kn">import</span> <span class="nb">input</span>
 <span class="kn">import</span> <span class="nn">warnings</span>
 
-<div class="viewcode-block" id="manual"><a class="viewcode-back" href="../../generated/cortex.align.manual.html#cortex.align.manual">[docs]</a><span class="k">def</span> <span class="nf">manual</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">xfmname</span><span class="p">,</span> <span class="n">reference</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+<span class="k">def</span> <span class="nf">mayavi_manual</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">xfmname</span><span class="p">,</span> <span class="n">reference</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;Open GUI for manually aligning a functional volume to the cortical surface for `subject`. This</span>
 <span class="sd">    creates a new transform called `xfm`. The name of a nibabel-readable file (e.g. nii) should be</span>
 <span class="sd">    supplied as `reference`. This image will be copied into the database.</span>
@@ -73,6 +73,13 @@ <h1>Source code for cortex.align</h1><div class="highlight"><pre>
 <span class="sd">    m : 2D ndarray, shape (4, 4)</span>
 <span class="sd">        Transformation matrix.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span><span class="s2">&quot;This is the old cortex.align.manual(), and has been &quot;</span>
+                  <span class="s2">&quot;deprecated. Please use the new cortex.align.manual() &quot;</span>
+                  <span class="s2">&quot;(previously cortex.align.fs_manual()), which uses &quot;</span>
+                  <span class="s2">&quot;the `freeview` program in the freesurfer suite, to &quot;</span>
+                  <span class="s2">&quot;perform manual alignment.&quot;</span><span class="p">,</span> <span class="ne">DeprecationWarning</span>
+                  <span class="p">)</span>
     <span class="kn">from</span> <span class="nn">.database</span> <span class="kn">import</span> <span class="n">db</span>
     <span class="kn">from</span> <span class="nn">.mayavi_aligner</span> <span class="kn">import</span> <span class="n">get_aligner</span>
     <span class="k">def</span> <span class="nf">save_callback</span><span class="p">(</span><span class="n">aligner</span><span class="p">):</span>
@@ -118,9 +125,18 @@ <h1>Source code for cortex.align</h1><div class="highlight"><pre>
     <span class="n">m</span><span class="o">.</span><span class="n">save_callback</span> <span class="o">=</span> <span class="n">view_callback</span> <span class="k">if</span> <span class="n">view_only_mode</span> <span class="k">else</span> <span class="n">save_callback</span>
     <span class="n">m</span><span class="o">.</span><span class="n">configure_traits</span><span class="p">()</span>
 
-    <span class="k">return</span> <span class="n">m</span></div>
+    <span class="k">return</span> <span class="n">m</span>
+
+
+<span class="k">def</span> <span class="nf">fs_manual</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">xfmname</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Legacy name for cortex.align.manual. Please use that function, and see the help there.&quot;&quot;&quot;</span>
+    <span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">((</span><span class="s2">&quot;Deprecated name - function has been renamed cortex.align.manual&quot;</span>
+                   <span class="s2">&quot;This function name will be removed in a future release.&quot;</span>
+        <span class="p">),</span> <span class="ne">DeprecationWarning</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">manual</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">xfmname</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
 
-<span class="k">def</span> <span class="nf">fs_manual</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">xfmname</span><span class="p">,</span> <span class="n">output_name</span><span class="o">=</span><span class="s2">&quot;register.lta&quot;</span><span class="p">,</span> <span class="n">wm_color</span><span class="o">=</span><span class="s2">&quot;yellow&quot;</span><span class="p">,</span> 
+
+<div class="viewcode-block" id="manual"><a class="viewcode-back" href="../../generated/cortex.align.manual.html#cortex.align.manual">[docs]</a><span class="k">def</span> <span class="nf">manual</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">xfmname</span><span class="p">,</span> <span class="n">output_name</span><span class="o">=</span><span class="s2">&quot;register.lta&quot;</span><span class="p">,</span> <span class="n">wm_color</span><span class="o">=</span><span class="s2">&quot;yellow&quot;</span><span class="p">,</span> 
     <span class="n">pial_color</span><span class="o">=</span><span class="s2">&quot;blue&quot;</span><span class="p">,</span> <span class="n">wm_surface</span><span class="o">=</span><span class="s1">&#39;white&#39;</span><span class="p">,</span> <span class="n">noclean</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">reference</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">inspect_only</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;Open Freesurfer FreeView GUI for manually aligning/adjusting a functional</span>
 <span class="sd">    volume to the cortical surface for `subject`. This creates a new transform</span>
@@ -139,6 +155,9 @@ <h1>Source code for cortex.align</h1><div class="highlight"><pre>
 <span class="sd">    ALSO: all the freesurfer environment stuff shouldn&#39;t be necessary, except that</span>
 <span class="sd">    I don&#39;t know what vox2ras-tkr is doing.</span>
 
+<span class="sd">    Renamed from fs_manual() to manual(), since old manual() function was no longer </span>
+<span class="sd">    supported (or functional) for a while due to changes in mayavi.</span>
+
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
@@ -250,7 +269,7 @@ <h1>Source code for cortex.align</h1><div class="highlight"><pre>
             <span class="n">shutil</span><span class="o">.</span><span class="n">rmtree</span><span class="p">(</span><span class="n">cache</span><span class="p">)</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="n">retval</span> <span class="o">=</span> <span class="n">cache</span>
-    <span class="k">return</span> <span class="n">retval</span>
+    <span class="k">return</span> <span class="n">retval</span></div>
 
 
 <div class="viewcode-block" id="automatic"><a class="viewcode-back" href="../../generated/cortex.align.automatic.html#cortex.align.automatic">[docs]</a><span class="k">def</span> <span class="nf">automatic</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">xfmname</span><span class="p">,</span> <span class="n">reference</span><span class="p">,</span> <span class="n">noclean</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">bbrtype</span><span class="o">=</span><span class="s2">&quot;signed&quot;</span><span class="p">,</span>
@@ -491,7 +510,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/anat.html b/_modules/cortex/anat.html
index 32304ab3d..d3e060eb3 100644
--- a/_modules/cortex/anat.html
+++ b/_modules/cortex/anat.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.anat &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.anat &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -196,7 +196,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/database.html b/_modules/cortex/database.html
index 78b44f28d..d49fe06f7 100644
--- a/_modules/cortex/database.html
+++ b/_modules/cortex/database.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.database &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -924,7 +924,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/dataset/dataset.html b/_modules/cortex/dataset/dataset.html
index 62aea3e32..66e816700 100644
--- a/_modules/cortex/dataset/dataset.html
+++ b/_modules/cortex/dataset/dataset.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.dataset.dataset &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.dataset &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
@@ -346,7 +346,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/dataset/view2D.html b/_modules/cortex/dataset/view2D.html
index 365e80809..27f7cc4b0 100644
--- a/_modules/cortex/dataset/view2D.html
+++ b/_modules/cortex/dataset/view2D.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.dataset.view2D &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.view2D &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
@@ -379,7 +379,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/dataset/viewRGB.html b/_modules/cortex/dataset/viewRGB.html
index fd81526f9..827837f7f 100644
--- a/_modules/cortex/dataset/viewRGB.html
+++ b/_modules/cortex/dataset/viewRGB.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.dataset.viewRGB &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.viewRGB &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
@@ -655,7 +655,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/dataset/views.html b/_modules/cortex/dataset/views.html
index d0da35546..fab6703f5 100644
--- a/_modules/cortex/dataset/views.html
+++ b/_modules/cortex/dataset/views.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.dataset.views &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.views &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
@@ -501,7 +501,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/freesurfer.html b/_modules/cortex/freesurfer.html
index 4908ec08b..05771efe1 100644
--- a/_modules/cortex/freesurfer.html
+++ b/_modules/cortex/freesurfer.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.freesurfer &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -316,7 +316,8 @@ <h1>Source code for cortex.freesurfer</h1><div class="highlight"><pre>
     <span class="n">database</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">(</span><span class="n">cx_subject</span><span class="p">)</span>
     <span class="c1"># Remove overlays.svg file (FLATMAPS HAVE CHANGED)</span>
     <span class="n">overlays_file</span> <span class="o">=</span> <span class="n">database</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">get_paths</span><span class="p">(</span><span class="n">cx_subject</span><span class="p">)[</span><span class="s1">&#39;overlays&#39;</span><span class="p">]</span>
-    <span class="n">os</span><span class="o">.</span><span class="n">unlink</span><span class="p">(</span><span class="n">overlays_file</span><span class="p">)</span></div>
+    <span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="n">overlays_file</span><span class="p">):</span>
+        <span class="n">os</span><span class="o">.</span><span class="n">unlink</span><span class="p">(</span><span class="n">overlays_file</span><span class="p">)</span></div>
     <span class="c1"># Regenerate it? </span>
 
 
@@ -1318,7 +1319,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/mapper.html b/_modules/cortex/mapper.html
index 56efe019d..58fbc6207 100644
--- a/_modules/cortex/mapper.html
+++ b/_modules/cortex/mapper.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.mapper &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.mapper &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -151,7 +151,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/mapper/mapper.html b/_modules/cortex/mapper/mapper.html
index 13d7c264e..0a03cc9c7 100644
--- a/_modules/cortex/mapper/mapper.html
+++ b/_modules/cortex/mapper/mapper.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.mapper.mapper &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.mapper.mapper &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
@@ -256,7 +256,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/mni.html b/_modules/cortex/mni.html
index e1df37b0b..042baa966 100644
--- a/_modules/cortex/mni.html
+++ b/_modules/cortex/mni.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.mni &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.mni &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -310,7 +310,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/polyutils/distortion.html b/_modules/cortex/polyutils/distortion.html
index b07fbb004..295af4d4c 100644
--- a/_modules/cortex/polyutils/distortion.html
+++ b/_modules/cortex/polyutils/distortion.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.polyutils.distortion &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.distortion &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
@@ -212,7 +212,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/polyutils/surface.html b/_modules/cortex/polyutils/surface.html
index 4af57da06..d12a0148a 100644
--- a/_modules/cortex/polyutils/surface.html
+++ b/_modules/cortex/polyutils/surface.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.polyutils.surface &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.surface &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
@@ -1022,7 +1022,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/quickflat/view.html b/_modules/cortex/quickflat/view.html
index b446c5be1..e31e6006e 100644
--- a/_modules/cortex/quickflat/view.html
+++ b/_modules/cortex/quickflat/view.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.quickflat.view &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.quickflat.view &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
@@ -611,7 +611,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/segment.html b/_modules/cortex/segment.html
index 1372579a7..ff1f5b1c9 100644
--- a/_modules/cortex/segment.html
+++ b/_modules/cortex/segment.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.segment &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.segment &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -587,7 +587,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/surfinfo.html b/_modules/cortex/surfinfo.html
index ebd05d00f..c546a794b 100644
--- a/_modules/cortex/surfinfo.html
+++ b/_modules/cortex/surfinfo.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.surfinfo &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.surfinfo &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -330,7 +330,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/utils.html b/_modules/cortex/utils.html
index f06f98f6d..113e6c09d 100644
--- a/_modules/cortex/utils.html
+++ b/_modules/cortex/utils.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.utils &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -1204,7 +1204,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/volume.html b/_modules/cortex/volume.html
index 1b323ce69..d0760fb45 100644
--- a/_modules/cortex/volume.html
+++ b/_modules/cortex/volume.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.volume &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.volume &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -496,7 +496,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/webgl/view.html b/_modules/cortex/webgl/view.html
index 14acc6421..ddc5c3095 100644
--- a/_modules/cortex/webgl/view.html
+++ b/_modules/cortex/webgl/view.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.webgl.view &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.webgl.view &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
@@ -944,7 +944,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/cortex/xfm.html b/_modules/cortex/xfm.html
index 9c81ee3dc..be20e0f6a 100644
--- a/_modules/cortex/xfm.html
+++ b/_modules/cortex/xfm.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>cortex.xfm &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.xfm &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -513,7 +513,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_modules/index.html b/_modules/index.html
index 4f6e28e00..bb49115a7 100644
--- a/_modules/index.html
+++ b/_modules/index.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Overview: module code &#8212; pycortex 1.2.3 documentation</title>
+    <title>Overview: module code &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -129,7 +129,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
     </div>
diff --git a/_sources/auto_examples/datasets/plot_dataset_arithmetic.rst.txt b/_sources/auto_examples/datasets/plot_dataset_arithmetic.rst.txt
index 94ba5ad24..e0a541614 100644
--- a/_sources/auto_examples/datasets/plot_dataset_arithmetic.rst.txt
+++ b/_sources/auto_examples/datasets/plot_dataset_arithmetic.rst.txt
@@ -66,17 +66,17 @@ normal arithmetic operators like +, -, *, /, and **
 
     Generating a flatmap cache
     Failed to get connection
-    ** (inkscape:4987): CRITICAL **: 21:01:15.132: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:4987): CRITICAL **: 21:01:15.132: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:4987): CRITICAL **: 21:01:15.132: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5116): CRITICAL **: 01:26:49.265: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5116): CRITICAL **: 01:26:49.265: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5116): CRITICAL **: 01:26:49.265: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:4990): CRITICAL **: 21:01:16.307: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:4990): CRITICAL **: 21:01:16.307: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:4990): CRITICAL **: 21:01:16.307: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5119): CRITICAL **: 01:26:50.304: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5119): CRITICAL **: 01:26:50.304: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5119): CRITICAL **: 01:26:50.304: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:4994): CRITICAL **: 21:01:17.382: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:4994): CRITICAL **: 21:01:17.382: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:4994): CRITICAL **: 21:01:17.382: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5122): CRITICAL **: 01:26:51.342: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5122): CRITICAL **: 01:26:51.342: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5122): CRITICAL **: 01:26:51.342: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -119,7 +119,7 @@ normal arithmetic operators like +, -, *, /, and **
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  20.591 seconds)
+   **Total running time of the script:** ( 0 minutes  18.572 seconds)
 
 
 .. _sphx_glr_download_auto_examples_datasets_plot_dataset_arithmetic.py:
diff --git a/_sources/auto_examples/datasets/plot_vertex.rst.txt b/_sources/auto_examples/datasets/plot_vertex.rst.txt
index 3254a3bca..18370e858 100644
--- a/_sources/auto_examples/datasets/plot_vertex.rst.txt
+++ b/_sources/auto_examples/datasets/plot_vertex.rst.txt
@@ -66,13 +66,13 @@ filled in with zeros.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5026): CRITICAL **: 21:01:39.856: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5026): CRITICAL **: 21:01:39.856: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5026): CRITICAL **: 21:01:39.856: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5153): CRITICAL **: 01:27:09.888: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5153): CRITICAL **: 01:27:09.888: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5153): CRITICAL **: 01:27:09.888: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5030): CRITICAL **: 21:01:40.896: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5030): CRITICAL **: 21:01:40.896: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5030): CRITICAL **: 21:01:40.896: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5156): CRITICAL **: 01:27:10.878: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5156): CRITICAL **: 01:27:10.878: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5156): CRITICAL **: 01:27:10.878: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -121,7 +121,7 @@ filled in with zeros.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  5.277 seconds)
+   **Total running time of the script:** ( 0 minutes  4.388 seconds)
 
 
 .. _sphx_glr_download_auto_examples_datasets_plot_vertex.py:
diff --git a/_sources/auto_examples/datasets/plot_vertex2D.rst.txt b/_sources/auto_examples/datasets/plot_vertex2D.rst.txt
index 44d0c2dac..2e77d0ebc 100644
--- a/_sources/auto_examples/datasets/plot_vertex2D.rst.txt
+++ b/_sources/auto_examples/datasets/plot_vertex2D.rst.txt
@@ -50,9 +50,9 @@ the length of the all the vertices in the subject.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5035): CRITICAL **: 21:01:45.259: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5035): CRITICAL **: 21:01:45.259: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5035): CRITICAL **: 21:01:45.259: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5161): CRITICAL **: 01:27:14.312: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5161): CRITICAL **: 01:27:14.312: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5161): CRITICAL **: 01:27:14.312: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -98,7 +98,7 @@ the length of the all the vertices in the subject.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  2.318 seconds)
+   **Total running time of the script:** ( 0 minutes  1.972 seconds)
 
 
 .. _sphx_glr_download_auto_examples_datasets_plot_vertex2D.py:
diff --git a/_sources/auto_examples/datasets/plot_vertexRGB.rst.txt b/_sources/auto_examples/datasets/plot_vertexRGB.rst.txt
index 231f7a269..e8a98f9d1 100644
--- a/_sources/auto_examples/datasets/plot_vertexRGB.rst.txt
+++ b/_sources/auto_examples/datasets/plot_vertexRGB.rst.txt
@@ -51,9 +51,9 @@ use any cortex.Vertex objects in their place though.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5052): CRITICAL **: 21:01:55.664: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5052): CRITICAL **: 21:01:55.664: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5052): CRITICAL **: 21:01:55.664: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5177): CRITICAL **: 01:27:22.876: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5177): CRITICAL **: 01:27:22.876: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5177): CRITICAL **: 01:27:22.876: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -116,7 +116,7 @@ use any cortex.Vertex objects in their place though.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  2.322 seconds)
+   **Total running time of the script:** ( 0 minutes  1.988 seconds)
 
 
 .. _sphx_glr_download_auto_examples_datasets_plot_vertexRGB.py:
diff --git a/_sources/auto_examples/datasets/plot_volume.rst.txt b/_sources/auto_examples/datasets/plot_volume.rst.txt
index d69765771..936b7cac7 100644
--- a/_sources/auto_examples/datasets/plot_volume.rst.txt
+++ b/_sources/auto_examples/datasets/plot_volume.rst.txt
@@ -72,17 +72,17 @@ on the brain.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5012): CRITICAL **: 21:01:31.654: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5012): CRITICAL **: 21:01:31.654: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5012): CRITICAL **: 21:01:31.654: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5140): CRITICAL **: 01:27:03.098: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5140): CRITICAL **: 01:27:03.098: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5140): CRITICAL **: 01:27:03.098: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5016): CRITICAL **: 21:01:32.737: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5016): CRITICAL **: 21:01:32.737: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5016): CRITICAL **: 21:01:32.737: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5144): CRITICAL **: 01:27:04.129: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5144): CRITICAL **: 01:27:04.129: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5144): CRITICAL **: 01:27:04.129: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5019): CRITICAL **: 21:01:33.823: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5019): CRITICAL **: 21:01:33.823: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5019): CRITICAL **: 21:01:33.823: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5147): CRITICAL **: 01:27:05.165: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5147): CRITICAL **: 01:27:05.165: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5147): CRITICAL **: 01:27:05.165: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -126,7 +126,7 @@ on the brain.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  7.777 seconds)
+   **Total running time of the script:** ( 0 minutes  6.435 seconds)
 
 
 .. _sphx_glr_download_auto_examples_datasets_plot_volume.py:
diff --git a/_sources/auto_examples/datasets/plot_volume2D.rst.txt b/_sources/auto_examples/datasets/plot_volume2D.rst.txt
index 4eeae0529..80579a828 100644
--- a/_sources/auto_examples/datasets/plot_volume2D.rst.txt
+++ b/_sources/auto_examples/datasets/plot_volume2D.rst.txt
@@ -78,22 +78,22 @@ used in the last flatmap is
 
  .. code-block:: none
 
-    /home/runner/work/pycortex/pycortex/cortex/quickflat/utils.py:486: UserWarning: Trying to register the cmap 'RdBu_covar' which already exists.
+    /home/runner/work/pycortex/pycortex/cortex/quickflat/utils.py:497: UserWarning: Trying to register the cmap 'RdBu_covar' which already exists.
       cm.register_cmap(dataview.cmap, cmap)
     Failed to get connection
-    ** (inkscape:5040): CRITICAL **: 21:01:47.826: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5040): CRITICAL **: 21:01:47.826: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5040): CRITICAL **: 21:01:47.826: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
-    /home/runner/work/pycortex/pycortex/cortex/quickflat/utils.py:486: UserWarning: Trying to register the cmap 'RdBu_covar' which already exists.
+    ** (inkscape:5164): CRITICAL **: 01:27:16.461: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5164): CRITICAL **: 01:27:16.461: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5164): CRITICAL **: 01:27:16.461: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    /home/runner/work/pycortex/pycortex/cortex/quickflat/utils.py:497: UserWarning: Trying to register the cmap 'RdBu_covar' which already exists.
       cm.register_cmap(dataview.cmap, cmap)
     Failed to get connection
-    ** (inkscape:5043): CRITICAL **: 21:01:48.972: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5043): CRITICAL **: 21:01:48.972: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5043): CRITICAL **: 21:01:48.972: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5168): CRITICAL **: 01:27:17.574: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5168): CRITICAL **: 01:27:17.574: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5168): CRITICAL **: 01:27:17.574: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5046): CRITICAL **: 21:01:50.134: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5046): CRITICAL **: 21:01:50.134: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5046): CRITICAL **: 21:01:50.134: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5171): CRITICAL **: 01:27:18.683: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5171): CRITICAL **: 01:27:18.683: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5171): CRITICAL **: 01:27:18.683: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -142,7 +142,7 @@ used in the last flatmap is
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  7.617 seconds)
+   **Total running time of the script:** ( 0 minutes  6.264 seconds)
 
 
 .. _sphx_glr_download_auto_examples_datasets_plot_volume2D.py:
diff --git a/_sources/auto_examples/datasets/plot_volumeRGB.rst.txt b/_sources/auto_examples/datasets/plot_volumeRGB.rst.txt
index 030ab221c..930a153e0 100644
--- a/_sources/auto_examples/datasets/plot_volumeRGB.rst.txt
+++ b/_sources/auto_examples/datasets/plot_volumeRGB.rst.txt
@@ -85,17 +85,17 @@ shared_vmax` will allow you to specify minimum and maximum values manually.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5056): CRITICAL **: 21:01:58.240: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5056): CRITICAL **: 21:01:58.240: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5056): CRITICAL **: 21:01:58.240: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5180): CRITICAL **: 01:27:25.026: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5180): CRITICAL **: 01:27:25.026: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5180): CRITICAL **: 01:27:25.026: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5060): CRITICAL **: 21:02:04.739: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5060): CRITICAL **: 21:02:04.739: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5060): CRITICAL **: 21:02:04.739: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5192): CRITICAL **: 01:27:31.612: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5192): CRITICAL **: 01:27:31.612: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5192): CRITICAL **: 01:27:31.612: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5069): CRITICAL **: 21:02:11.284: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5069): CRITICAL **: 21:02:11.284: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5069): CRITICAL **: 21:02:11.284: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5202): CRITICAL **: 01:27:38.226: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5202): CRITICAL **: 01:27:38.227: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5202): CRITICAL **: 01:27:38.227: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -167,7 +167,7 @@ shared_vmax` will allow you to specify minimum and maximum values manually.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  18.246 seconds)
+   **Total running time of the script:** ( 0 minutes  17.227 seconds)
 
 
 .. _sphx_glr_download_auto_examples_datasets_plot_volumeRGB.py:
diff --git a/_sources/auto_examples/datasets/plot_volume_to_vertex.rst.txt b/_sources/auto_examples/datasets/plot_volume_to_vertex.rst.txt
index dca15af19..fd1c04e3c 100644
--- a/_sources/auto_examples/datasets/plot_volume_to_vertex.rst.txt
+++ b/_sources/auto_examples/datasets/plot_volume_to_vertex.rst.txt
@@ -57,14 +57,14 @@ vertex mapping of that data. You can plot both of these as you normally would.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5002): CRITICAL **: 21:01:24.992: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5002): CRITICAL **: 21:01:24.992: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5002): CRITICAL **: 21:01:24.992: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5131): CRITICAL **: 01:26:57.515: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5131): CRITICAL **: 01:26:57.515: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5131): CRITICAL **: 01:26:57.515: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Generating a flatmap cache
     Failed to get connection
-    ** (inkscape:5007): CRITICAL **: 21:01:27.144: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5007): CRITICAL **: 21:01:27.144: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5007): CRITICAL **: 21:01:27.144: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5134): CRITICAL **: 01:26:59.615: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5134): CRITICAL **: 01:26:59.615: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5134): CRITICAL **: 01:26:59.615: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -104,7 +104,7 @@ vertex mapping of that data. You can plot both of these as you normally would.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  8.172 seconds)
+   **Total running time of the script:** ( 0 minutes  7.047 seconds)
 
 
 .. _sphx_glr_download_auto_examples_datasets_plot_volume_to_vertex.py:
diff --git a/_sources/auto_examples/datasets/sg_execution_times.rst.txt b/_sources/auto_examples/datasets/sg_execution_times.rst.txt
index ea0eb7b31..940064ea3 100644
--- a/_sources/auto_examples/datasets/sg_execution_times.rst.txt
+++ b/_sources/auto_examples/datasets/sg_execution_times.rst.txt
@@ -5,22 +5,22 @@
 
 Computation times
 =================
-**01:12.319** total execution time for **auto_examples_datasets** files:
+**01:03.893** total execution time for **auto_examples_datasets** files:
 
 +----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_datasets_plot_dataset_arithmetic.py` (``plot_dataset_arithmetic.py``) | 00:20.591 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_datasets_plot_dataset_arithmetic.py` (``plot_dataset_arithmetic.py``) | 00:18.572 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_datasets_plot_volumeRGB.py` (``plot_volumeRGB.py``)                   | 00:18.246 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_datasets_plot_volumeRGB.py` (``plot_volumeRGB.py``)                   | 00:17.227 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_datasets_plot_volume_to_vertex.py` (``plot_volume_to_vertex.py``)     | 00:08.172 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_datasets_plot_volume_to_vertex.py` (``plot_volume_to_vertex.py``)     | 00:07.047 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_datasets_plot_volume.py` (``plot_volume.py``)                         | 00:07.777 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_datasets_plot_volume.py` (``plot_volume.py``)                         | 00:06.435 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_datasets_plot_volume2D.py` (``plot_volume2D.py``)                     | 00:07.617 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_datasets_plot_volume2D.py` (``plot_volume2D.py``)                     | 00:06.264 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_datasets_plot_vertex.py` (``plot_vertex.py``)                         | 00:05.277 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_datasets_plot_vertex.py` (``plot_vertex.py``)                         | 00:04.388 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_datasets_plot_vertexRGB.py` (``plot_vertexRGB.py``)                   | 00:02.322 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_datasets_plot_vertexRGB.py` (``plot_vertexRGB.py``)                   | 00:01.988 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_datasets_plot_vertex2D.py` (``plot_vertex2D.py``)                     | 00:02.318 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_datasets_plot_vertex2D.py` (``plot_vertex2D.py``)                     | 00:01.972 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/_sources/auto_examples/import_surface/import_fmriprep.rst.txt b/_sources/auto_examples/import_surface/import_fmriprep.rst.txt
index cd046108a..526a71af8 100644
--- a/_sources/auto_examples/import_surface/import_fmriprep.rst.txt
+++ b/_sources/auto_examples/import_surface/import_fmriprep.rst.txt
@@ -46,7 +46,7 @@ NB: `cortex.fmriprep` is a work-in-progress and cannot currently handle multiple
     # import subject into pycortex database
     fmriprep.import_subj(subject_id, source_directory)
 
-    # We can use visualize the imported subject's T1-weighted image
+    # We can visualize the imported subject's T1-weighted image
     anat_nifti = 'fmriprep/sub-001/anat/sub-001_T1w_preproc.nii.gz'
     t1_image_path = op.join(source_directory, anat_nifti)
 
diff --git a/_sources/auto_examples/index.rst.txt b/_sources/auto_examples/index.rst.txt
index 1eb3fc1e8..ea26267f4 100644
--- a/_sources/auto_examples/index.rst.txt
+++ b/_sources/auto_examples/index.rst.txt
@@ -294,14 +294,14 @@ Examples demonstrating how to create flatmaps.
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="Plot a 2D static flatmap and save it as PNG file.">
+    <div class="sphx-glr-thumbcontainer" tooltip="Plot a 2D static flatmap and save it as SVG file.">
 
 .. only:: html
 
- .. figure:: /auto_examples/quickflat/images/thumb/sphx_glr_plot_make_png_thumb.png
-     :alt: Save a 2D static flatmap as PNG
+ .. figure:: /auto_examples/quickflat/images/thumb/sphx_glr_plot_make_svg_thumb.png
+     :alt: Save a 2D static flatmap as SVG
 
-     :ref:`sphx_glr_auto_examples_quickflat_plot_make_png.py`
+     :ref:`sphx_glr_auto_examples_quickflat_plot_make_svg.py`
 
 .. raw:: html
 
@@ -311,18 +311,18 @@ Examples demonstrating how to create flatmaps.
 .. toctree::
    :hidden:
 
-   /auto_examples/quickflat/plot_make_png
+   /auto_examples/quickflat/plot_make_svg
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="Plot a 2D static flatmap and save it as SVG file.">
+    <div class="sphx-glr-thumbcontainer" tooltip="Plot a 2D static flatmap and save it as PNG file.">
 
 .. only:: html
 
- .. figure:: /auto_examples/quickflat/images/thumb/sphx_glr_plot_make_svg_thumb.png
-     :alt: Save a 2D static flatmap as SVG
+ .. figure:: /auto_examples/quickflat/images/thumb/sphx_glr_plot_make_png_thumb.png
+     :alt: Save a 2D static flatmap as PNG
 
-     :ref:`sphx_glr_auto_examples_quickflat_plot_make_svg.py`
+     :ref:`sphx_glr_auto_examples_quickflat_plot_make_png.py`
 
 .. raw:: html
 
@@ -332,7 +332,7 @@ Examples demonstrating how to create flatmaps.
 .. toctree::
    :hidden:
 
-   /auto_examples/quickflat/plot_make_svg
+   /auto_examples/quickflat/plot_make_png
 
 .. raw:: html
 
diff --git a/_sources/auto_examples/quickflat/plot_advanced_compositing.rst.txt b/_sources/auto_examples/quickflat/plot_advanced_compositing.rst.txt
index 4d38ab3ac..a914b5323 100644
--- a/_sources/auto_examples/quickflat/plot_advanced_compositing.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_advanced_compositing.rst.txt
@@ -45,17 +45,17 @@ quickflat.composite sub-module.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5289): CRITICAL **: 21:06:08.188: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5289): CRITICAL **: 21:06:08.188: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5289): CRITICAL **: 21:06:08.188: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5421): CRITICAL **: 01:31:23.379: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5421): CRITICAL **: 01:31:23.379: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5421): CRITICAL **: 01:31:23.379: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5293): CRITICAL **: 21:06:08.967: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5293): CRITICAL **: 21:06:08.967: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5293): CRITICAL **: 21:06:08.967: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5424): CRITICAL **: 01:31:24.128: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5424): CRITICAL **: 01:31:24.128: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5424): CRITICAL **: 01:31:24.128: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5296): CRITICAL **: 21:06:09.824: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5296): CRITICAL **: 21:06:09.824: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5296): CRITICAL **: 21:06:09.824: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5427): CRITICAL **: 01:31:24.950: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5427): CRITICAL **: 01:31:24.950: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5427): CRITICAL **: 01:31:24.950: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -106,7 +106,7 @@ quickflat.composite sub-module.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  5.655 seconds)
+   **Total running time of the script:** ( 0 minutes  5.141 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_advanced_compositing.py:
diff --git a/_sources/auto_examples/quickflat/plot_connected_vertices.rst.txt b/_sources/auto_examples/quickflat/plot_connected_vertices.rst.txt
index 658665a19..ba54c9b66 100644
--- a/_sources/auto_examples/quickflat/plot_connected_vertices.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_connected_vertices.rst.txt
@@ -46,9 +46,9 @@ connecting lines.
 
     Generating a flatmap cache
     Failed to get connection
-    ** (inkscape:5135): CRITICAL **: 21:02:58.156: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5135): CRITICAL **: 21:02:58.156: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5135): CRITICAL **: 21:02:58.156: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5268): CRITICAL **: 01:28:18.292: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5268): CRITICAL **: 01:28:18.293: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5268): CRITICAL **: 01:28:18.293: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Shared voxel array not found, generating...
     Caching mapper...
 
@@ -81,7 +81,7 @@ connecting lines.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 2 minutes  2.031 seconds)
+   **Total running time of the script:** ( 2 minutes  3.094 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_connected_vertices.py:
diff --git a/_sources/auto_examples/quickflat/plot_cutouts.rst.txt b/_sources/auto_examples/quickflat/plot_cutouts.rst.txt
index 9e35a27ca..bb838042b 100644
--- a/_sources/auto_examples/quickflat/plot_cutouts.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_cutouts.rst.txt
@@ -48,13 +48,13 @@ name of the flatmap cutout defined in the `overlays.svg` file.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5114): CRITICAL **: 21:02:42.335: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5114): CRITICAL **: 21:02:42.335: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5114): CRITICAL **: 21:02:42.335: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5248): CRITICAL **: 01:28:04.376: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5248): CRITICAL **: 01:28:04.376: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5248): CRITICAL **: 01:28:04.376: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5118): CRITICAL **: 21:02:43.252: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5118): CRITICAL **: 21:02:43.252: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5118): CRITICAL **: 21:02:43.252: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5251): CRITICAL **: 01:28:05.243: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5251): CRITICAL **: 01:28:05.243: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5251): CRITICAL **: 01:28:05.243: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -84,7 +84,7 @@ name of the flatmap cutout defined in the `overlays.svg` file.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  2.161 seconds)
+   **Total running time of the script:** ( 0 minutes  2.057 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_cutouts.py:
diff --git a/_sources/auto_examples/quickflat/plot_dropout.rst.txt b/_sources/auto_examples/quickflat/plot_dropout.rst.txt
index 1dea17f38..565c1b2c5 100644
--- a/_sources/auto_examples/quickflat/plot_dropout.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_dropout.rst.txt
@@ -54,9 +54,9 @@ of this using the following formula:
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5089): CRITICAL **: 21:02:27.326: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5089): CRITICAL **: 21:02:27.326: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5089): CRITICAL **: 21:02:27.326: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5219): CRITICAL **: 01:27:52.316: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5219): CRITICAL **: 01:27:52.317: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5219): CRITICAL **: 01:27:52.317: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -84,7 +84,7 @@ of this using the following formula:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  3.716 seconds)
+   **Total running time of the script:** ( 0 minutes  3.200 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_dropout.py:
diff --git a/_sources/auto_examples/quickflat/plot_make_figure.rst.txt b/_sources/auto_examples/quickflat/plot_make_figure.rst.txt
index 06bbb907d..bbeaab476 100644
--- a/_sources/auto_examples/quickflat/plot_make_figure.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_make_figure.rst.txt
@@ -97,25 +97,25 @@ This can be helpful if you think there is no reason that the
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5267): CRITICAL **: 21:05:54.801: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5267): CRITICAL **: 21:05:54.801: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5267): CRITICAL **: 21:05:54.801: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5402): CRITICAL **: 01:31:11.806: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5402): CRITICAL **: 01:31:11.806: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5402): CRITICAL **: 01:31:11.806: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5271): CRITICAL **: 21:05:55.826: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5271): CRITICAL **: 21:05:55.826: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5271): CRITICAL **: 21:05:55.826: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5406): CRITICAL **: 01:31:12.783: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5406): CRITICAL **: 01:31:12.783: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5406): CRITICAL **: 01:31:12.783: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5274): CRITICAL **: 21:05:56.967: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5274): CRITICAL **: 21:05:56.967: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5274): CRITICAL **: 21:05:56.967: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5409): CRITICAL **: 01:31:13.881: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5409): CRITICAL **: 01:31:13.881: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5409): CRITICAL **: 01:31:13.881: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5277): CRITICAL **: 21:05:58.111: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5277): CRITICAL **: 21:05:58.112: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5277): CRITICAL **: 21:05:58.112: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5412): CRITICAL **: 01:31:14.979: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5412): CRITICAL **: 01:31:14.979: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5412): CRITICAL **: 01:31:14.979: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5280): CRITICAL **: 21:05:59.438: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5280): CRITICAL **: 21:05:59.438: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5280): CRITICAL **: 21:05:59.438: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5415): CRITICAL **: 01:31:16.268: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5415): CRITICAL **: 01:31:16.269: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5415): CRITICAL **: 01:31:16.269: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -172,7 +172,7 @@ This can be helpful if you think there is no reason that the
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  12.942 seconds)
+   **Total running time of the script:** ( 0 minutes  11.182 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_make_figure.py:
diff --git a/_sources/auto_examples/quickflat/plot_make_gif.rst.txt b/_sources/auto_examples/quickflat/plot_make_gif.rst.txt
index 116d8e2d5..4cafc0822 100644
--- a/_sources/auto_examples/quickflat/plot_make_gif.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_make_gif.rst.txt
@@ -105,13 +105,13 @@ Plot flat maps individually
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5202): CRITICAL **: 21:04:53.516: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5202): CRITICAL **: 21:04:53.516: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5202): CRITICAL **: 21:04:53.516: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5327): CRITICAL **: 01:30:14.896: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5327): CRITICAL **: 01:30:14.896: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5327): CRITICAL **: 01:30:14.896: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5206): CRITICAL **: 21:04:54.583: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5206): CRITICAL **: 21:04:54.583: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5206): CRITICAL **: 21:04:54.583: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5332): CRITICAL **: 01:30:15.933: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5332): CRITICAL **: 01:30:15.933: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5332): CRITICAL **: 01:30:15.933: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -140,13 +140,13 @@ Generate an animated gif that switches between frames every 1.5 seconds
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5210): CRITICAL **: 21:04:58.842: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5210): CRITICAL **: 21:04:58.842: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5210): CRITICAL **: 21:04:58.842: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5337): CRITICAL **: 01:30:19.261: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5337): CRITICAL **: 01:30:19.261: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5337): CRITICAL **: 01:30:19.262: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5215): CRITICAL **: 21:05:00.824: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5215): CRITICAL **: 21:05:00.824: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5215): CRITICAL **: 21:05:00.824: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5341): CRITICAL **: 01:30:21.048: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5341): CRITICAL **: 01:30:21.049: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5341): CRITICAL **: 01:30:21.049: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -181,13 +181,13 @@ Display gif inline in an IPython notebook
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5222): CRITICAL **: 21:05:03.707: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5222): CRITICAL **: 21:05:03.707: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5222): CRITICAL **: 21:05:03.707: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5347): CRITICAL **: 01:30:23.595: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5347): CRITICAL **: 01:30:23.595: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5347): CRITICAL **: 01:30:23.595: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5227): CRITICAL **: 21:05:05.703: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5227): CRITICAL **: 21:05:05.703: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5227): CRITICAL **: 21:05:05.703: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5351): CRITICAL **: 01:30:25.381: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5351): CRITICAL **: 01:30:25.381: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5351): CRITICAL **: 01:30:25.381: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
     <IPython.core.display.Image object>
 
@@ -200,7 +200,7 @@ Display gif inline in an IPython notebook
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  14.490 seconds)
+   **Total running time of the script:** ( 0 minutes  12.570 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_make_gif.py:
diff --git a/_sources/auto_examples/quickflat/plot_make_png.rst.txt b/_sources/auto_examples/quickflat/plot_make_png.rst.txt
index 131aa40ff..efb68d7be 100644
--- a/_sources/auto_examples/quickflat/plot_make_png.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_make_png.rst.txt
@@ -54,13 +54,13 @@ that use the parameter `bgcolor`.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5094): CRITICAL **: 21:02:30.864: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5094): CRITICAL **: 21:02:30.864: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5094): CRITICAL **: 21:02:30.864: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5233): CRITICAL **: 01:27:59.628: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5233): CRITICAL **: 01:27:59.628: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5233): CRITICAL **: 01:27:59.628: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5097): CRITICAL **: 21:02:31.942: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5097): CRITICAL **: 21:02:31.942: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5097): CRITICAL **: 21:02:31.942: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5238): CRITICAL **: 01:28:00.663: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5238): CRITICAL **: 01:28:00.663: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5238): CRITICAL **: 01:28:00.663: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -90,7 +90,7 @@ that use the parameter `bgcolor`.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  5.443 seconds)
+   **Total running time of the script:** ( 0 minutes  4.446 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_make_png.py:
diff --git a/_sources/auto_examples/quickflat/plot_make_svg.rst.txt b/_sources/auto_examples/quickflat/plot_make_svg.rst.txt
index 2eff2ece7..13689d23a 100644
--- a/_sources/auto_examples/quickflat/plot_make_svg.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_make_svg.rst.txt
@@ -54,13 +54,13 @@ that use the parameter `bgcolor`.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5105): CRITICAL **: 21:02:36.567: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5105): CRITICAL **: 21:02:36.567: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5105): CRITICAL **: 21:02:36.567: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5223): CRITICAL **: 01:27:55.257: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5223): CRITICAL **: 01:27:55.257: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5223): CRITICAL **: 01:27:55.257: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5108): CRITICAL **: 21:02:37.638: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5108): CRITICAL **: 21:02:37.638: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5108): CRITICAL **: 21:02:37.638: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5226): CRITICAL **: 01:27:56.295: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5226): CRITICAL **: 01:27:56.295: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5226): CRITICAL **: 01:27:56.295: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -90,7 +90,7 @@ that use the parameter `bgcolor`.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  5.388 seconds)
+   **Total running time of the script:** ( 0 minutes  4.189 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_make_svg.py:
diff --git a/_sources/auto_examples/quickflat/plot_rois.rst.txt b/_sources/auto_examples/quickflat/plot_rois.rst.txt
index 1c4bef19f..e02da57df 100644
--- a/_sources/auto_examples/quickflat/plot_rois.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_rois.rst.txt
@@ -67,13 +67,13 @@ By default, ROIs and ROI labels are displayed when a flatmap is plotted using
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5122): CRITICAL **: 21:02:44.433: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5122): CRITICAL **: 21:02:44.433: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5122): CRITICAL **: 21:02:44.433: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5256): CRITICAL **: 01:28:06.354: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5256): CRITICAL **: 01:28:06.354: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5256): CRITICAL **: 01:28:06.354: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5126): CRITICAL **: 21:02:45.497: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5126): CRITICAL **: 21:02:45.497: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5126): CRITICAL **: 21:02:45.498: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5260): CRITICAL **: 01:28:07.392: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5260): CRITICAL **: 01:28:07.392: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5260): CRITICAL **: 01:28:07.392: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -108,7 +108,7 @@ By default, ROIs and ROI labels are displayed when a flatmap is plotted using
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  6.585 seconds)
+   **Total running time of the script:** ( 0 minutes  5.128 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_rois.py:
diff --git a/_sources/auto_examples/quickflat/plot_sulci.rst.txt b/_sources/auto_examples/quickflat/plot_sulci.rst.txt
index b62f21f63..5a5c9e16f 100644
--- a/_sources/auto_examples/quickflat/plot_sulci.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_sulci.rst.txt
@@ -45,16 +45,16 @@ displaying the sulci on the surface.
  .. code-block:: none
 
     Generating curvature surface info...
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
     Failed to get connection
-    ** (inkscape:5080): CRITICAL **: 21:02:22.382: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5080): CRITICAL **: 21:02:22.382: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5080): CRITICAL **: 21:02:22.382: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5209): CRITICAL **: 01:27:48.014: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5209): CRITICAL **: 01:27:48.014: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5209): CRITICAL **: 01:27:48.014: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5085): CRITICAL **: 21:02:23.300: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5085): CRITICAL **: 21:02:23.300: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5085): CRITICAL **: 21:02:23.300: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5213): CRITICAL **: 01:27:48.884: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5213): CRITICAL **: 01:27:48.884: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5213): CRITICAL **: 01:27:48.884: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -81,7 +81,7 @@ displaying the sulci on the surface.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  9.918 seconds)
+   **Total running time of the script:** ( 0 minutes  9.313 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_sulci.py:
diff --git a/_sources/auto_examples/quickflat/plot_thickness_nanmean.rst.txt b/_sources/auto_examples/quickflat/plot_thickness_nanmean.rst.txt
index 1d2c95c88..d9397aa25 100644
--- a/_sources/auto_examples/quickflat/plot_thickness_nanmean.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_thickness_nanmean.rst.txt
@@ -60,13 +60,13 @@ has the value NaN.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5233): CRITICAL **: 21:05:08.391: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5233): CRITICAL **: 21:05:08.391: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5233): CRITICAL **: 21:05:08.391: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5358): CRITICAL **: 01:30:27.787: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5358): CRITICAL **: 01:30:27.787: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5358): CRITICAL **: 01:30:27.787: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5237): CRITICAL **: 21:05:09.610: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5237): CRITICAL **: 21:05:09.610: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5237): CRITICAL **: 21:05:09.610: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5361): CRITICAL **: 01:30:28.963: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5361): CRITICAL **: 01:30:28.963: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5361): CRITICAL **: 01:30:28.963: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -109,7 +109,7 @@ has the value NaN.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  4.873 seconds)
+   **Total running time of the script:** ( 0 minutes  4.428 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_thickness_nanmean.py:
diff --git a/_sources/auto_examples/quickflat/plot_zoom_to_roi.rst.txt b/_sources/auto_examples/quickflat/plot_zoom_to_roi.rst.txt
index 39e6fbfb3..d4dbef349 100644
--- a/_sources/auto_examples/quickflat/plot_zoom_to_roi.rst.txt
+++ b/_sources/auto_examples/quickflat/plot_zoom_to_roi.rst.txt
@@ -55,14 +55,14 @@ show just the region around that ROI.
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5242): CRITICAL **: 21:05:13.380: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5242): CRITICAL **: 21:05:13.380: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5242): CRITICAL **: 21:05:13.380: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5375): CRITICAL **: 01:30:32.250: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5375): CRITICAL **: 01:30:32.251: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5375): CRITICAL **: 01:30:32.251: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Generating a flatmap cache
     Failed to get connection
-    ** (inkscape:5260): CRITICAL **: 21:05:47.674: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5260): CRITICAL **: 21:05:47.674: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5260): CRITICAL **: 21:05:47.674: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5393): CRITICAL **: 01:31:05.967: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5393): CRITICAL **: 01:31:05.967: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5393): CRITICAL **: 01:31:05.967: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -111,7 +111,7 @@ show just the region around that ROI.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  40.946 seconds)
+   **Total running time of the script:** ( 0 minutes  39.235 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickflat_plot_zoom_to_roi.py:
diff --git a/_sources/auto_examples/quickflat/sg_execution_times.rst.txt b/_sources/auto_examples/quickflat/sg_execution_times.rst.txt
index 602f9fc5b..17743c8d8 100644
--- a/_sources/auto_examples/quickflat/sg_execution_times.rst.txt
+++ b/_sources/auto_examples/quickflat/sg_execution_times.rst.txt
@@ -5,30 +5,30 @@
 
 Computation times
 =================
-**03:54.148** total execution time for **auto_examples_quickflat** files:
+**03:43.983** total execution time for **auto_examples_quickflat** files:
 
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_connected_vertices.py` (``plot_connected_vertices.py``)     | 02:02.031 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_connected_vertices.py` (``plot_connected_vertices.py``)     | 02:03.094 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_zoom_to_roi.py` (``plot_zoom_to_roi.py``)                   | 00:40.946 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_zoom_to_roi.py` (``plot_zoom_to_roi.py``)                   | 00:39.235 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_make_gif.py` (``plot_make_gif.py``)                         | 00:14.490 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_make_gif.py` (``plot_make_gif.py``)                         | 00:12.570 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_make_figure.py` (``plot_make_figure.py``)                   | 00:12.942 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_make_figure.py` (``plot_make_figure.py``)                   | 00:11.182 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_sulci.py` (``plot_sulci.py``)                               | 00:09.918 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_sulci.py` (``plot_sulci.py``)                               | 00:09.313 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_rois.py` (``plot_rois.py``)                                 | 00:06.585 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_advanced_compositing.py` (``plot_advanced_compositing.py``) | 00:05.141 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_advanced_compositing.py` (``plot_advanced_compositing.py``) | 00:05.655 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_rois.py` (``plot_rois.py``)                                 | 00:05.128 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_make_png.py` (``plot_make_png.py``)                         | 00:05.443 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_make_png.py` (``plot_make_png.py``)                         | 00:04.446 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_make_svg.py` (``plot_make_svg.py``)                         | 00:05.388 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_thickness_nanmean.py` (``plot_thickness_nanmean.py``)       | 00:04.428 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_thickness_nanmean.py` (``plot_thickness_nanmean.py``)       | 00:04.873 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_make_svg.py` (``plot_make_svg.py``)                         | 00:04.189 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_dropout.py` (``plot_dropout.py``)                           | 00:03.716 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_dropout.py` (``plot_dropout.py``)                           | 00:03.200 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickflat_plot_cutouts.py` (``plot_cutouts.py``)                           | 00:02.161 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickflat_plot_cutouts.py` (``plot_cutouts.py``)                           | 00:02.057 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/_sources/auto_examples/quickstart/plot_retinotopy_flatmap.rst.txt b/_sources/auto_examples/quickstart/plot_retinotopy_flatmap.rst.txt
index 7753bcedc..564192d45 100644
--- a/_sources/auto_examples/quickstart/plot_retinotopy_flatmap.rst.txt
+++ b/_sources/auto_examples/quickstart/plot_retinotopy_flatmap.rst.txt
@@ -64,13 +64,13 @@ and you will also need a flatmap for them.
 
     Mask not found, generating...
     Failed to get connection
-    ** (inkscape:5302): CRITICAL **: 21:06:15.981: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5302): CRITICAL **: 21:06:15.981: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5302): CRITICAL **: 21:06:15.981: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5434): CRITICAL **: 01:31:30.199: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5434): CRITICAL **: 01:31:30.199: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5434): CRITICAL **: 01:31:30.200: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5305): CRITICAL **: 21:06:17.138: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5305): CRITICAL **: 21:06:17.138: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5305): CRITICAL **: 21:06:17.138: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5438): CRITICAL **: 01:31:31.326: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5438): CRITICAL **: 01:31:31.326: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5438): CRITICAL **: 01:31:31.326: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -113,7 +113,7 @@ and you will also need a flatmap for them.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  7.138 seconds)
+   **Total running time of the script:** ( 0 minutes  6.018 seconds)
 
 
 .. _sphx_glr_download_auto_examples_quickstart_plot_retinotopy_flatmap.py:
diff --git a/_sources/auto_examples/quickstart/sg_execution_times.rst.txt b/_sources/auto_examples/quickstart/sg_execution_times.rst.txt
index 92fb0bdab..cf25927b0 100644
--- a/_sources/auto_examples/quickstart/sg_execution_times.rst.txt
+++ b/_sources/auto_examples/quickstart/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
 
 Computation times
 =================
-**00:07.138** total execution time for **auto_examples_quickstart** files:
+**00:06.018** total execution time for **auto_examples_quickstart** files:
 
 +------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_quickstart_plot_retinotopy_flatmap.py` (``plot_retinotopy_flatmap.py``) | 00:07.138 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_quickstart_plot_retinotopy_flatmap.py` (``plot_retinotopy_flatmap.py``) | 00:06.018 | 0.0 MB |
 +------------------------------------------------------------------------------------------------------+-----------+--------+
 | :ref:`sphx_glr_auto_examples_quickstart_retinotopy_webgl.py` (``retinotopy_webgl.py``)               | 00:00.000 | 0.0 MB |
 +------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/_sources/auto_examples/surface_analyses/plot_flatmap_distortion.rst.txt b/_sources/auto_examples/surface_analyses/plot_flatmap_distortion.rst.txt
index b704e1ce1..aa7e8ada9 100644
--- a/_sources/auto_examples/surface_analyses/plot_flatmap_distortion.rst.txt
+++ b/_sources/auto_examples/surface_analyses/plot_flatmap_distortion.rst.txt
@@ -71,11 +71,11 @@ the original.
     Generating distortion surface info...
     /home/runner/work/pycortex/pycortex/cortex/polyutils/distortion.py:57: RuntimeWarning: invalid value encountered in true_divide
       vertratios /= np.bincount(self.polys.ravel(), minlength=len(self.ref))
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
     /home/runner/work/pycortex/pycortex/cortex/polyutils/distortion.py:57: RuntimeWarning: invalid value encountered in true_divide
       vertratios /= np.bincount(self.polys.ravel(), minlength=len(self.ref))
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
     Generating distortion surface info...
 
@@ -136,7 +136,7 @@ the original.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  31.399 seconds)
+   **Total running time of the script:** ( 0 minutes  30.161 seconds)
 
 
 .. _sphx_glr_download_auto_examples_surface_analyses_plot_flatmap_distortion.py:
diff --git a/_sources/auto_examples/surface_analyses/plot_geodesic_distance.rst.txt b/_sources/auto_examples/surface_analyses/plot_geodesic_distance.rst.txt
index e899ff0db..acf90a75b 100644
--- a/_sources/auto_examples/surface_analyses/plot_geodesic_distance.rst.txt
+++ b/_sources/auto_examples/surface_analyses/plot_geodesic_distance.rst.txt
@@ -62,16 +62,16 @@ The two hemispheres must be run separately.
 
  .. code-block:: none
 
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
     Failed to get connection
-    ** (inkscape:5341): CRITICAL **: 21:07:15.431: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5341): CRITICAL **: 21:07:15.431: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5341): CRITICAL **: 21:07:15.432: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5473): CRITICAL **: 01:32:28.085: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5473): CRITICAL **: 01:32:28.085: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5473): CRITICAL **: 01:32:28.085: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5345): CRITICAL **: 21:07:17.236: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5345): CRITICAL **: 21:07:17.236: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5345): CRITICAL **: 21:07:17.236: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5477): CRITICAL **: 01:32:29.814: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5477): CRITICAL **: 01:32:29.814: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5477): CRITICAL **: 01:32:29.814: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -124,7 +124,7 @@ The two hemispheres must be run separately.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  15.731 seconds)
+   **Total running time of the script:** ( 0 minutes  14.953 seconds)
 
 
 .. _sphx_glr_download_auto_examples_surface_analyses_plot_geodesic_distance.py:
diff --git a/_sources/auto_examples/surface_analyses/plot_geodesic_path.rst.txt b/_sources/auto_examples/surface_analyses/plot_geodesic_path.rst.txt
index b68bbdc3f..27bae8682 100644
--- a/_sources/auto_examples/surface_analyses/plot_geodesic_path.rst.txt
+++ b/_sources/auto_examples/surface_analyses/plot_geodesic_path.rst.txt
@@ -48,12 +48,12 @@ show all of the vertices listed in the path.
 
  .. code-block:: none
 
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
     Failed to get connection
-    ** (inkscape:5332): CRITICAL **: 21:07:02.715: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5332): CRITICAL **: 21:07:02.715: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5332): CRITICAL **: 21:07:02.715: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5462): CRITICAL **: 01:32:15.597: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5462): CRITICAL **: 01:32:15.597: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5462): CRITICAL **: 01:32:15.597: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -97,7 +97,7 @@ show all of the vertices listed in the path.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  9.131 seconds)
+   **Total running time of the script:** ( 0 minutes  8.814 seconds)
 
 
 .. _sphx_glr_download_auto_examples_surface_analyses_plot_geodesic_path.py:
diff --git a/_sources/auto_examples/surface_analyses/plot_interpolate_data.rst.txt b/_sources/auto_examples/surface_analyses/plot_interpolate_data.rst.txt
index a61c78dad..2c5c9e34e 100644
--- a/_sources/auto_examples/surface_analyses/plot_interpolate_data.rst.txt
+++ b/_sources/auto_examples/surface_analyses/plot_interpolate_data.rst.txt
@@ -45,7 +45,7 @@ the selected points. This is similar to thin plate splines.
 
  .. code-block:: none
 
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
 
 
@@ -109,7 +109,7 @@ the selected points. This is similar to thin plate splines.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  16.019 seconds)
+   **Total running time of the script:** ( 0 minutes  15.640 seconds)
 
 
 .. _sphx_glr_download_auto_examples_surface_analyses_plot_interpolate_data.py:
diff --git a/_sources/auto_examples/surface_analyses/plot_subsurfaces.rst.txt b/_sources/auto_examples/surface_analyses/plot_subsurfaces.rst.txt
index a0dbd643e..829f54623 100644
--- a/_sources/auto_examples/surface_analyses/plot_subsurfaces.rst.txt
+++ b/_sources/auto_examples/surface_analyses/plot_subsurfaces.rst.txt
@@ -75,7 +75,7 @@ create subsurface
 
  .. code-block:: none
 
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
 
 
@@ -111,12 +111,12 @@ plot data on subsurface
 
  .. code-block:: none
 
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
     Failed to get connection
-    ** (inkscape:5362): CRITICAL **: 21:07:52.659: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5362): CRITICAL **: 21:07:52.659: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5362): CRITICAL **: 21:07:52.659: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5499): CRITICAL **: 01:33:03.252: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5499): CRITICAL **: 01:33:03.252: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5499): CRITICAL **: 01:33:03.252: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -189,12 +189,12 @@ create many patches
 
  .. code-block:: none
 
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
     Failed to get connection
-    ** (inkscape:5368): CRITICAL **: 21:07:59.079: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5368): CRITICAL **: 21:07:59.079: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5368): CRITICAL **: 21:07:59.079: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5506): CRITICAL **: 01:33:09.549: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5506): CRITICAL **: 01:33:09.549: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5506): CRITICAL **: 01:33:09.549: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -258,20 +258,20 @@ create geodesic strip patch
 
  .. code-block:: none
 
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
     Failed to get connection
-    ** (inkscape:5379): CRITICAL **: 21:08:10.358: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5379): CRITICAL **: 21:08:10.358: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5379): CRITICAL **: 21:08:10.358: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5514): CRITICAL **: 01:33:20.494: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5514): CRITICAL **: 01:33:20.494: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5514): CRITICAL **: 01:33:20.494: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5382): CRITICAL **: 21:08:11.387: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5382): CRITICAL **: 21:08:11.387: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5382): CRITICAL **: 21:08:11.387: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5517): CRITICAL **: 01:33:21.485: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5517): CRITICAL **: 01:33:21.485: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5517): CRITICAL **: 01:33:21.486: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Failed to get connection
-    ** (inkscape:5385): CRITICAL **: 21:08:12.407: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5385): CRITICAL **: 21:08:12.407: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5385): CRITICAL **: 21:08:12.407: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5520): CRITICAL **: 01:33:22.471: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5520): CRITICAL **: 01:33:22.471: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5520): CRITICAL **: 01:33:22.471: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -279,7 +279,7 @@ create geodesic strip patch
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  23.834 seconds)
+   **Total running time of the script:** ( 0 minutes  22.744 seconds)
 
 
 .. _sphx_glr_download_auto_examples_surface_analyses_plot_subsurfaces.py:
diff --git a/_sources/auto_examples/surface_analyses/plot_tissots_indicatrix.rst.txt b/_sources/auto_examples/surface_analyses/plot_tissots_indicatrix.rst.txt
index 6cfcefc6f..3449963e6 100644
--- a/_sources/auto_examples/surface_analyses/plot_tissots_indicatrix.rst.txt
+++ b/_sources/auto_examples/surface_analyses/plot_tissots_indicatrix.rst.txt
@@ -58,7 +58,7 @@ introduced by flattening the globe onto a map:
  .. code-block:: none
 
     Generating tissots_indicatrix surface info...
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
       warn('splu requires CSC matrix format', SparseEfficiencyWarning)
     Adding vertex 88060..
     Adding vertex 93467..
@@ -209,7 +209,7 @@ introduced by flattening the globe onto a map:
     Adding vertex 6044..
     Adding vertex 67298..
     Adding vertex 40064..
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/numpy/lib/npyio.py:713: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/numpy/lib/npyio.py:713: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.
       val = np.asanyarray(val)
 
 
@@ -234,7 +234,7 @@ introduced by flattening the globe onto a map:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  34.081 seconds)
+   **Total running time of the script:** ( 0 minutes  33.731 seconds)
 
 
 .. _sphx_glr_download_auto_examples_surface_analyses_plot_tissots_indicatrix.py:
diff --git a/_sources/auto_examples/surface_analyses/sg_execution_times.rst.txt b/_sources/auto_examples/surface_analyses/sg_execution_times.rst.txt
index cece798ae..38cdd114a 100644
--- a/_sources/auto_examples/surface_analyses/sg_execution_times.rst.txt
+++ b/_sources/auto_examples/surface_analyses/sg_execution_times.rst.txt
@@ -5,18 +5,18 @@
 
 Computation times
 =================
-**02:10.194** total execution time for **auto_examples_surface_analyses** files:
+**02:06.044** total execution time for **auto_examples_surface_analyses** files:
 
 +------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_surface_analyses_plot_tissots_indicatrix.py` (``plot_tissots_indicatrix.py``) | 00:34.081 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_surface_analyses_plot_tissots_indicatrix.py` (``plot_tissots_indicatrix.py``) | 00:33.731 | 0.0 MB |
 +------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_surface_analyses_plot_flatmap_distortion.py` (``plot_flatmap_distortion.py``) | 00:31.399 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_surface_analyses_plot_flatmap_distortion.py` (``plot_flatmap_distortion.py``) | 00:30.161 | 0.0 MB |
 +------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_surface_analyses_plot_subsurfaces.py` (``plot_subsurfaces.py``)               | 00:23.834 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_surface_analyses_plot_subsurfaces.py` (``plot_subsurfaces.py``)               | 00:22.744 | 0.0 MB |
 +------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_surface_analyses_plot_interpolate_data.py` (``plot_interpolate_data.py``)     | 00:16.019 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_surface_analyses_plot_interpolate_data.py` (``plot_interpolate_data.py``)     | 00:15.640 | 0.0 MB |
 +------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_surface_analyses_plot_geodesic_distance.py` (``plot_geodesic_distance.py``)   | 00:15.731 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_surface_analyses_plot_geodesic_distance.py` (``plot_geodesic_distance.py``)   | 00:14.953 | 0.0 MB |
 +------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_surface_analyses_plot_geodesic_path.py` (``plot_geodesic_path.py``)           | 00:09.131 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_surface_analyses_plot_geodesic_path.py` (``plot_geodesic_path.py``)           | 00:08.814 | 0.0 MB |
 +------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/_sources/auto_examples/utils/plot_get_roi_vertices.rst.txt b/_sources/auto_examples/utils/plot_get_roi_vertices.rst.txt
index 15761c36d..01bc61459 100644
--- a/_sources/auto_examples/utils/plot_get_roi_vertices.rst.txt
+++ b/_sources/auto_examples/utils/plot_get_roi_vertices.rst.txt
@@ -42,9 +42,9 @@ defined in the SVG ROI file (see :doc:`/rois.rst`).
  .. code-block:: none
 
     Failed to get connection
-    ** (inkscape:5395): CRITICAL **: 21:08:33.300: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5395): CRITICAL **: 21:08:33.300: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5395): CRITICAL **: 21:08:33.300: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5534): CRITICAL **: 01:33:42.301: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5534): CRITICAL **: 01:33:42.301: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5534): CRITICAL **: 01:33:42.301: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
     <Figure size 1960x1024 with 2 Axes>
 
@@ -75,7 +75,7 @@ defined in the SVG ROI file (see :doc:`/rois.rst`).
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  2.482 seconds)
+   **Total running time of the script:** ( 0 minutes  2.277 seconds)
 
 
 .. _sphx_glr_download_auto_examples_utils_plot_get_roi_vertices.py:
diff --git a/_sources/auto_examples/utils/plot_mosaic.rst.txt b/_sources/auto_examples/utils/plot_mosaic.rst.txt
index caeed540d..ecab1d109 100644
--- a/_sources/auto_examples/utils/plot_mosaic.rst.txt
+++ b/_sources/auto_examples/utils/plot_mosaic.rst.txt
@@ -104,7 +104,7 @@ The function `mosaic` plots all of the slices in a volume in a matplotlib figure
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  0.414 seconds)
+   **Total running time of the script:** ( 0 minutes  0.272 seconds)
 
 
 .. _sphx_glr_download_auto_examples_utils_plot_mosaic.py:
diff --git a/_sources/auto_examples/utils/plot_roi_voxel_index_volume.rst.txt b/_sources/auto_examples/utils/plot_roi_voxel_index_volume.rst.txt
index 6ab79c0a5..dcac0aa38 100644
--- a/_sources/auto_examples/utils/plot_roi_voxel_index_volume.rst.txt
+++ b/_sources/auto_examples/utils/plot_roi_voxel_index_volume.rst.txt
@@ -42,27 +42,27 @@ ROIs in the right hemisphere will have positive values.
 
  .. code-block:: none
 
-    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (V3A) contains no splines
+    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (V3A) contains no splines
       warnings.warn("Requested layer in svg file (%s) contains no splines"%self.name)
     /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in V3A!
       warnings.warn("No vertices found in {}!".format(name))
-    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (V3B) contains no splines
+    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (V3B) contains no splines
       warnings.warn("Requested layer in svg file (%s) contains no splines"%self.name)
     /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in V3B!
       warnings.warn("No vertices found in {}!".format(name))
-    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (LO) contains no splines
+    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (LO) contains no splines
       warnings.warn("Requested layer in svg file (%s) contains no splines"%self.name)
     /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in LO!
       warnings.warn("No vertices found in {}!".format(name))
-    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (V4) contains no splines
+    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (V4) contains no splines
       warnings.warn("Requested layer in svg file (%s) contains no splines"%self.name)
     /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in V4!
       warnings.warn("No vertices found in {}!".format(name))
-    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (V7) contains no splines
+    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (V7) contains no splines
       warnings.warn("Requested layer in svg file (%s) contains no splines"%self.name)
     /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in V7!
       warnings.warn("No vertices found in {}!".format(name))
-    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (IFSFP) contains no splines
+    /home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (IFSFP) contains no splines
       warnings.warn("Requested layer in svg file (%s) contains no splines"%self.name)
     /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in IFSFP!
       warnings.warn("No vertices found in {}!".format(name))
@@ -77,7 +77,7 @@ ROIs in the right hemisphere will have positive values.
     Found 100.00% of M1M
     /home/runner/work/pycortex/pycortex/cortex/utils.py:621: RuntimeWarning: Mean of empty slice.
       pct_coverage[roi] = vert_in_scan.mean() * 100
-    /opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/numpy/core/_methods.py:189: RuntimeWarning: invalid value encountered in double_scalars
+    /opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/numpy/core/_methods.py:189: RuntimeWarning: invalid value encountered in double_scalars
       ret = ret.dtype.type(ret / rcount)
     Found nan% of V3A
     Found nan% of V3B
@@ -104,9 +104,9 @@ ROIs in the right hemisphere will have positive values.
     Found 100.00% of FFA
     Cutting 0 overlapping voxels (should be < ~50)
     Failed to get connection
-    ** (inkscape:5419): CRITICAL **: 21:08:56.537: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5419): CRITICAL **: 21:08:56.537: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5419): CRITICAL **: 21:08:56.537: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5552): CRITICAL **: 01:34:04.502: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5552): CRITICAL **: 01:34:04.502: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5552): CRITICAL **: 01:34:04.502: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
     Index keys for which ROI is which in `index_volume`:
     {'S1H': 1, 'S1M': 2, 'sPMv': 3, 'PMvh': 4, 'M1F': 5, 'M1H': 6, 'Broca': 7, 'SMFA': 8, 'M1M': 9, 'V3A': 10, 'V3B': 11, 'FO': 12, 'PPA': 13, 'S2F': 14, 'SEF': 15, 'LO': 16, 'V1': 17, 'V2': 18, 'V3': 19, 'V4': 20, 'V7': 21, 'FEF': 22, 'AC': 23, 'OFA': 24, 'IFSFP': 25, 'S1F': 26, 'OPA': 27, 'EBA': 28, 'RSC': 29, 'IPS': 30, 'SMHA': 31, 'FFA': 32}
 
@@ -157,7 +157,7 @@ ROIs in the right hemisphere will have positive values.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  10.143 seconds)
+   **Total running time of the script:** ( 0 minutes  9.884 seconds)
 
 
 .. _sphx_glr_download_auto_examples_utils_plot_roi_voxel_index_volume.py:
diff --git a/_sources/auto_examples/utils/plot_roi_voxel_mask.rst.txt b/_sources/auto_examples/utils/plot_roi_voxel_mask.rst.txt
index 456efbf3f..38ec1dc7b 100644
--- a/_sources/auto_examples/utils/plot_roi_voxel_mask.rst.txt
+++ b/_sources/auto_examples/utils/plot_roi_voxel_mask.rst.txt
@@ -50,9 +50,9 @@ overlays.svg file in the pycortex filestore for this subject.
     Cutting 0 overlapping voxels (should be < ~50)
     Generating a flatmap cache
     Failed to get connection
-    ** (inkscape:5409): CRITICAL **: 21:08:46.199: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
-    ** (inkscape:5409): CRITICAL **: 21:08:46.199: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
-    ** (inkscape:5409): CRITICAL **: 21:08:46.199: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
+    ** (inkscape:5543): CRITICAL **: 01:33:54.463: dbus_g_proxy_new_for_name: assertion 'connection != NULL' failed
+    ** (inkscape:5543): CRITICAL **: 01:33:54.463: dbus_g_proxy_call: assertion 'DBUS_IS_G_PROXY (proxy)' failed
+    ** (inkscape:5543): CRITICAL **: 01:33:54.464: dbus_g_connection_register_g_object: assertion 'connection != NULL' failed
 
 
 
@@ -98,7 +98,7 @@ overlays.svg file in the pycortex filestore for this subject.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  7.768 seconds)
+   **Total running time of the script:** ( 0 minutes  7.399 seconds)
 
 
 .. _sphx_glr_download_auto_examples_utils_plot_roi_voxel_mask.py:
diff --git a/_sources/auto_examples/utils/plot_voxel_distance_from_surface.rst.txt b/_sources/auto_examples/utils/plot_voxel_distance_from_surface.rst.txt
index e8a3e2b21..265a631b1 100644
--- a/_sources/auto_examples/utils/plot_voxel_distance_from_surface.rst.txt
+++ b/_sources/auto_examples/utils/plot_voxel_distance_from_surface.rst.txt
@@ -41,7 +41,7 @@ The utility function `get_vox_dist` returns the distance from each voxel in some
  .. code-block:: none
 
 
-    <matplotlib.colorbar.Colorbar object at 0x7f2371b685e0>
+    <matplotlib.colorbar.Colorbar object at 0x7fa8b2139a60>
 
 
 
@@ -73,7 +73,7 @@ The utility function `get_vox_dist` returns the distance from each voxel in some
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  4.422 seconds)
+   **Total running time of the script:** ( 0 minutes  4.326 seconds)
 
 
 .. _sphx_glr_download_auto_examples_utils_plot_voxel_distance_from_surface.py:
diff --git a/_sources/auto_examples/utils/sg_execution_times.rst.txt b/_sources/auto_examples/utils/sg_execution_times.rst.txt
index da945aebb..720ada408 100644
--- a/_sources/auto_examples/utils/sg_execution_times.rst.txt
+++ b/_sources/auto_examples/utils/sg_execution_times.rst.txt
@@ -5,18 +5,18 @@
 
 Computation times
 =================
-**00:25.229** total execution time for **auto_examples_utils** files:
+**00:24.158** total execution time for **auto_examples_utils** files:
 
 +-------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_utils_plot_roi_voxel_index_volume.py` (``plot_roi_voxel_index_volume.py``)           | 00:10.143 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_utils_plot_roi_voxel_index_volume.py` (``plot_roi_voxel_index_volume.py``)           | 00:09.884 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_utils_plot_roi_voxel_mask.py` (``plot_roi_voxel_mask.py``)                           | 00:07.768 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_utils_plot_roi_voxel_mask.py` (``plot_roi_voxel_mask.py``)                           | 00:07.399 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_utils_plot_voxel_distance_from_surface.py` (``plot_voxel_distance_from_surface.py``) | 00:04.422 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_utils_plot_voxel_distance_from_surface.py` (``plot_voxel_distance_from_surface.py``) | 00:04.326 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_utils_plot_get_roi_vertices.py` (``plot_get_roi_vertices.py``)                       | 00:02.482 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_utils_plot_get_roi_vertices.py` (``plot_get_roi_vertices.py``)                       | 00:02.277 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_utils_plot_mosaic.py` (``plot_mosaic.py``)                                           | 00:00.414 | 0.0 MB |
+| :ref:`sphx_glr_auto_examples_utils_plot_mosaic.py` (``plot_mosaic.py``)                                           | 00:00.272 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------+-----------+--------+
 | :ref:`sphx_glr_auto_examples_utils_mni_to_subject.py` (``mni_to_subject.py``)                                     | 00:00.000 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/_static/doctools.js b/_static/doctools.js
index e509e4834..e1bfd708b 100644
--- a/_static/doctools.js
+++ b/_static/doctools.js
@@ -154,9 +154,7 @@ var Documentation = {
     this.fixFirefoxAnchorBug();
     this.highlightSearchWords();
     this.initIndexTable();
-    if (DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) {
-      this.initOnKeyListeners();
-    }
+    this.initOnKeyListeners();
   },
 
   /**
@@ -269,6 +267,13 @@ var Documentation = {
     window.history.replaceState({}, '', url);
   },
 
+   /**
+   * helper function to focus on search bar
+   */
+  focusSearchBar : function() {
+    $('input[name=q]').first().focus();
+  },
+
   /**
    * make the url absolute
    */
@@ -291,27 +296,54 @@ var Documentation = {
   },
 
   initOnKeyListeners: function() {
+    // only install a listener if it is really needed
+    if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
+        !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
+        return;
+
     $(document).keydown(function(event) {
       var activeElementType = document.activeElement.tagName;
       // don't navigate when in search box, textarea, dropdown or button
       if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT'
-          && activeElementType !== 'BUTTON' && !event.altKey && !event.ctrlKey && !event.metaKey
-          && !event.shiftKey) {
-        switch (event.keyCode) {
-          case 37: // left
-            var prevHref = $('link[rel="prev"]').prop('href');
-            if (prevHref) {
-              window.location.href = prevHref;
-              return false;
-            }
-            break;
-          case 39: // right
-            var nextHref = $('link[rel="next"]').prop('href');
-            if (nextHref) {
-              window.location.href = nextHref;
-              return false;
-            }
-            break;
+          && activeElementType !== 'BUTTON') {
+        if (event.altKey || event.ctrlKey || event.metaKey)
+          return;
+
+          if (!event.shiftKey) {
+            switch (event.key) {
+              case 'ArrowLeft':
+                if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS)
+                  break;
+                var prevHref = $('link[rel="prev"]').prop('href');
+                if (prevHref) {
+                  window.location.href = prevHref;
+                  return false;
+                }
+                break;
+              case 'ArrowRight':
+                if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS)
+                  break;
+                var nextHref = $('link[rel="next"]').prop('href');
+                if (nextHref) {
+                  window.location.href = nextHref;
+                  return false;
+                }
+                break;
+              case 'Escape':
+                if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
+                  break;
+                Documentation.hideSearchWords();
+                return false;
+          }
+        }
+
+        // some keyboard layouts may need Shift to get /
+        switch (event.key) {
+          case '/':
+            if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
+              break;
+            Documentation.focusSearchBar();
+            return false;
         }
       }
     });
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
index 5dfebe0ae..62e970da4 100644
--- a/_static/documentation_options.js
+++ b/_static/documentation_options.js
@@ -1,6 +1,6 @@
 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
-    VERSION: '1.2.3',
+    VERSION: '1.2.4',
     LANGUAGE: 'None',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
@@ -8,5 +8,7 @@ var DOCUMENTATION_OPTIONS = {
     LINK_SUFFIX: '.html',
     HAS_SOURCE: true,
     SOURCELINK_SUFFIX: '.txt',
-    NAVIGATION_WITH_KEYS: false
+    NAVIGATION_WITH_KEYS: false,
+    SHOW_SEARCH_SUMMARY: true,
+    ENABLE_SEARCH_SHORTCUTS: true,
 };
\ No newline at end of file
diff --git a/_static/searchtools.js b/_static/searchtools.js
index 2d7785937..0a44e8582 100644
--- a/_static/searchtools.js
+++ b/_static/searchtools.js
@@ -172,10 +172,6 @@ var Search = {
       }
       // stem the word
       var word = stemmer.stemWord(tmp[i].toLowerCase());
-      // prevent stemmer from cutting word smaller than two chars
-      if(word.length < 3 && tmp[i].length >= 3) {
-        word = tmp[i];
-      }
       var toAppend;
       // select the correct list
       if (word[0] == '-') {
@@ -276,7 +272,7 @@ var Search = {
           setTimeout(function() {
             displayNextItem();
           }, 5);
-        } else if (DOCUMENTATION_OPTIONS.HAS_SOURCE) {
+        } else if (DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY) {
           $.ajax({url: requestUrl,
                   dataType: "text",
                   complete: function(jqxhr, textstatus) {
@@ -293,7 +289,7 @@ var Search = {
                     }, 5);
                   }});
         } else {
-          // no source available, just display title
+          // just display title
           Search.output.append(listItem);
           setTimeout(function() {
             displayNextItem();
diff --git a/align.html b/align.html
index d6cef30c3..2047ce7ec 100644
--- a/align.html
+++ b/align.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Alignments &#8212; pycortex 1.2.3 documentation</title>
+    <title>Alignments &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="_static/sg_gallery.css" />
@@ -232,7 +232,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/api_reference_flat.html b/api_reference_flat.html
index ff6462aa2..e25a7ccc9 100644
--- a/api_reference_flat.html
+++ b/api_reference_flat.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Python API Reference &#8212; pycortex 1.2.3 documentation</title>
+    <title>Python API Reference &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="_static/sg_gallery.css" />
@@ -70,7 +70,7 @@
 <h2><a class="toc-backref" href="#id1">Most commonly used modules</a><a class="headerlink" href="#most-commonly-used-modules" title="Permalink to this headline">¶</a></h2>
 <section id="module-cortex.quickflat">
 <span id="quickflat"></span><h3><a class="toc-backref" href="#id2">quickflat</a><a class="headerlink" href="#module-cortex.quickflat" title="Permalink to this headline">¶</a></h3>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -91,7 +91,7 @@ <h2><a class="toc-backref" href="#id1">Most commonly used modules</a><a class="h
 <section id="module-cortex.webgl">
 <span id="webgl"></span><h3><a class="toc-backref" href="#id3">webgl</a><a class="headerlink" href="#module-cortex.webgl" title="Permalink to this headline">¶</a></h3>
 <p>Makes an interactive viewer for viewing data in a browser</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -109,7 +109,7 @@ <h2><a class="toc-backref" href="#id1">Most commonly used modules</a><a class="h
 <section id="module-cortex.dataset">
 <span id="dataset"></span><h3><a class="toc-backref" href="#id4">dataset</a><a class="headerlink" href="#module-cortex.dataset" title="Permalink to this headline">¶</a></h3>
 <p>Contains classes for representing brain data in either volumetric or vertex (surface-based) formats for visualization.</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -145,14 +145,14 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
 <section id="module-cortex.align">
 <span id="align"></span><h3><a class="toc-backref" href="#id6">align</a><a class="headerlink" href="#module-cortex.align" title="Permalink to this headline">¶</a></h3>
 <p>Contains functions for making alignments between functional data and the surface, or, finding where the brain is.</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
 </colgroup>
 <tbody>
-<tr class="row-odd"><td><p><a class="reference internal" href="generated/cortex.align.manual.html#cortex.align.manual" title="cortex.align.manual"><code class="xref py py-obj docutils literal notranslate"><span class="pre">manual</span></code></a>(subject, xfmname[, reference])</p></td>
-<td><p>Open GUI for manually aligning a functional volume to the cortical surface for <cite>subject</cite>.</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="generated/cortex.align.manual.html#cortex.align.manual" title="cortex.align.manual"><code class="xref py py-obj docutils literal notranslate"><span class="pre">manual</span></code></a>(subject, xfmname[, output_name, ...])</p></td>
+<td><p>Open Freesurfer FreeView GUI for manually aligning/adjusting a functional volume to the cortical surface for <cite>subject</cite>.</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="generated/cortex.align.automatic.html#cortex.align.automatic" title="cortex.align.automatic"><code class="xref py py-obj docutils literal notranslate"><span class="pre">automatic</span></code></a>(subject, xfmname, reference[, ...])</p></td>
 <td><p>Create an automatic alignment using the FLIRT boundary-based alignment (BBR) from FSL.</p></td>
@@ -166,7 +166,7 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
 <section id="module-cortex.anat">
 <span id="anat"></span><h3><a class="toc-backref" href="#id7">anat</a><a class="headerlink" href="#module-cortex.anat" title="Permalink to this headline">¶</a></h3>
 <p>Contains functions for making a whitematter mask</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -187,7 +187,7 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
 <section id="module-cortex.database">
 <span id="database"></span><h3><a class="toc-backref" href="#id8">database</a><a class="headerlink" href="#module-cortex.database" title="Permalink to this headline">¶</a></h3>
 <p>Contains a singleton object <cite>db</cite> of type <cite>Database</cite> which allows easy access to surface files, anatomical images, and transforms that are stored in the pycortex filestore.</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -202,7 +202,7 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
 <section id="module-cortex.freesurfer">
 <span id="freesurfer"></span><h3><a class="toc-backref" href="#id9">freesurfer</a><a class="headerlink" href="#module-cortex.freesurfer" title="Permalink to this headline">¶</a></h3>
 <p>Contains functions for interfacing with freesurfer</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -264,7 +264,7 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
 </section>
 <section id="module-cortex.mapper">
 <span id="mapper"></span><h3><a class="toc-backref" href="#id10">mapper</a><a class="headerlink" href="#module-cortex.mapper" title="Permalink to this headline">¶</a></h3>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -283,7 +283,7 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
 <span id="mni"></span><h3><a class="toc-backref" href="#id11">mni</a><a class="headerlink" href="#module-cortex.mni" title="Permalink to this headline">¶</a></h3>
 <p>Functions for finding MNI transforms for individual subjects and transforming
 functional data and surfaces to and from MNI space.</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -306,7 +306,7 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
 </section>
 <section id="module-cortex.polyutils">
 <span id="polyutils"></span><h3><a class="toc-backref" href="#id12">polyutils</a><a class="headerlink" href="#module-cortex.polyutils" title="Permalink to this headline">¶</a></h3>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -324,7 +324,7 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
 <section id="module-cortex.segment">
 <span id="segment"></span><h3><a class="toc-backref" href="#id13">segment</a><a class="headerlink" href="#module-cortex.segment" title="Permalink to this headline">¶</a></h3>
 <p>Controls functions for segmentation of white/gray matter and other things in the brain.</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
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 <col style="width: 10%" />
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@@ -349,7 +349,7 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
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 <p>Contains functions for computing various surface properties. Mostly wrappers
 for functions in <cite>polyutils.Surface</cite> and <cite>polyutils.Distortion</cite>.</p>
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+<table class="autosummary longtable docutils align-default">
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 <p>Contain utility functions</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
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@@ -441,7 +441,7 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
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 <span id="volume"></span><h3><a class="toc-backref" href="#id16">volume</a><a class="headerlink" href="#module-cortex.volume" title="Permalink to this headline">¶</a></h3>
 <p>Contains functions for working with volume data</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -480,7 +480,7 @@ <h2><a class="toc-backref" href="#id5">All the other modules</a><a class="header
 <section id="module-cortex.xfm">
 <span id="xfm"></span><h3><a class="toc-backref" href="#id17">xfm</a><a class="headerlink" href="#module-cortex.xfm" title="Permalink to this headline">¶</a></h3>
 <p>Affine transformation class</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
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       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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+    <title>Dataset Arithmetic &#8212; pycortex 1.2.4 documentation</title>
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+** (inkscape:5122): CRITICAL **: 01:26:51.342: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5122): CRITICAL **: 01:26:51.342: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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@@ -210,7 +210,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/auto_examples/datasets/plot_vertex.html b/auto_examples/datasets/plot_vertex.html
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-** (inkscape:5026): CRITICAL **: 21:01:39.856: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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+** (inkscape:5153): CRITICAL **: 01:27:09.888: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5153): CRITICAL **: 01:27:09.888: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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-** (inkscape:5030): CRITICAL **: 21:01:40.896: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5156): CRITICAL **: 01:27:10.878: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5156): CRITICAL **: 01:27:10.878: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5156): CRITICAL **: 01:27:10.878: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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@@ -216,7 +216,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/auto_examples/datasets/plot_vertex2D.html b/auto_examples/datasets/plot_vertex2D.html
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+    <title>Plot 2D Vertex Data &#8212; pycortex 1.2.4 documentation</title>
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@@ -54,9 +54,9 @@
 the length of the all the vertices in the subject.</p>
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-** (inkscape:5035): CRITICAL **: 21:01:45.259: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5161): CRITICAL **: 01:27:14.312: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5161): CRITICAL **: 01:27:14.312: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5161): CRITICAL **: 01:27:14.312: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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@@ -202,7 +202,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/auto_examples/datasets/plot_vertexRGB.html b/auto_examples/datasets/plot_vertexRGB.html
index e7f7366a9..878ca5cb1 100644
--- a/auto_examples/datasets/plot_vertexRGB.html
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@@ -6,7 +6,7 @@
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-    <title>Plot RGB Vertex Data &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plot RGB Vertex Data &#8212; pycortex 1.2.4 documentation</title>
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@@ -55,9 +55,9 @@
 use any cortex.Vertex objects in their place though.</p>
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-** (inkscape:5052): CRITICAL **: 21:01:55.664: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5177): CRITICAL **: 01:27:22.876: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5177): CRITICAL **: 01:27:22.876: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5177): CRITICAL **: 01:27:22.876: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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@@ -220,7 +220,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/datasets/plot_volume.html b/auto_examples/datasets/plot_volume.html
index 6d320038d..fbee04424 100644
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@@ -61,17 +61,17 @@
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-** (inkscape:5012): CRITICAL **: 21:01:31.654: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5140): CRITICAL **: 01:27:03.098: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5140): CRITICAL **: 01:27:03.098: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5140): CRITICAL **: 01:27:03.098: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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-** (inkscape:5016): CRITICAL **: 21:01:32.737: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5144): CRITICAL **: 01:27:04.129: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5144): CRITICAL **: 01:27:04.129: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5144): CRITICAL **: 01:27:04.129: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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       &copy;2012, James Gao.
       
       |
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+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/import_surface/import_fmriprep.html b/auto_examples/import_surface/import_fmriprep.html
index 8c37f2c4d..1834f02fd 100644
--- a/auto_examples/import_surface/import_fmriprep.html
+++ b/auto_examples/import_surface/import_fmriprep.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Import fmriprep output &#8212; pycortex 1.2.3 documentation</title>
+    <title>Import fmriprep output &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -60,7 +60,7 @@
 <span class="c1"># import subject into pycortex database</span>
 <span class="n">fmriprep</span><span class="o">.</span><span class="n">import_subj</span><span class="p">(</span><span class="n">subject_id</span><span class="p">,</span> <span class="n">source_directory</span><span class="p">)</span>
 
-<span class="c1"># We can use visualize the imported subject&#39;s T1-weighted image</span>
+<span class="c1"># We can visualize the imported subject&#39;s T1-weighted image</span>
 <span class="n">anat_nifti</span> <span class="o">=</span> <span class="s1">&#39;fmriprep/sub-001/anat/sub-001_T1w_preproc.nii.gz&#39;</span>
 <span class="n">t1_image_path</span> <span class="o">=</span> <span class="n">op</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">source_directory</span><span class="p">,</span> <span class="n">anat_nifti</span><span class="p">)</span>
 
@@ -173,7 +173,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/index.html b/auto_examples/index.html
index 46e5404fe..9f12d1a88 100644
--- a/auto_examples/index.html
+++ b/auto_examples/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Example Gallery &#8212; pycortex 1.2.3 documentation</title>
+    <title>Example Gallery &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
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@@ -151,18 +151,18 @@
 </figure>
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-<img alt="Save a 2D static flatmap as PNG" src="../_images/sphx_glr_plot_make_png_thumb.png" />
+<div class="sphx-glr-thumbcontainer" tooltip="Plot a 2D static flatmap and save it as SVG file."><figure class="align-default" id="id12">
+<img alt="Save a 2D static flatmap as SVG" src="../_images/sphx_glr_plot_make_svg_thumb.png" />
 <figcaption>
-<p><span class="caption-text"><a class="reference internal" href="quickflat/plot_make_png.html#sphx-glr-auto-examples-quickflat-plot-make-png-py"><span class="std std-ref">Save a 2D static flatmap as PNG</span></a></span><a class="headerlink" href="#id12" title="Permalink to this image">¶</a></p>
+<p><span class="caption-text"><a class="reference internal" href="quickflat/plot_make_svg.html#sphx-glr-auto-examples-quickflat-plot-make-svg-py"><span class="std std-ref">Save a 2D static flatmap as SVG</span></a></span><a class="headerlink" href="#id12" title="Permalink to this image">¶</a></p>
 </figcaption>
 </figure>
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-<div class="sphx-glr-thumbcontainer" tooltip="Plot a 2D static flatmap and save it as SVG file."><figure class="align-default" id="id13">
-<img alt="Save a 2D static flatmap as SVG" src="../_images/sphx_glr_plot_make_svg_thumb.png" />
+<div class="sphx-glr-thumbcontainer" tooltip="Plot a 2D static flatmap and save it as PNG file."><figure class="align-default" id="id13">
+<img alt="Save a 2D static flatmap as PNG" src="../_images/sphx_glr_plot_make_png_thumb.png" />
 <figcaption>
-<p><span class="caption-text"><a class="reference internal" href="quickflat/plot_make_svg.html#sphx-glr-auto-examples-quickflat-plot-make-svg-py"><span class="std std-ref">Save a 2D static flatmap as SVG</span></a></span><a class="headerlink" href="#id13" title="Permalink to this image">¶</a></p>
+<p><span class="caption-text"><a class="reference internal" href="quickflat/plot_make_png.html#sphx-glr-auto-examples-quickflat-plot-make-png-py"><span class="std std-ref">Save a 2D static flatmap as PNG</span></a></span><a class="headerlink" href="#id13" title="Permalink to this image">¶</a></p>
 </figcaption>
 </figure>
 </div><div class="toctree-wrapper compound">
@@ -488,8 +488,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2"><a class="reference internal" href="#quickflat-examples">Quickflat Examples</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="quickflat/plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="quickflat/plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="quickflat/plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="quickflat/plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="quickflat/plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="quickflat/plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="quickflat/plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="quickflat/plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -576,7 +576,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/quickflat/plot_advanced_compositing.html b/auto_examples/quickflat/plot_advanced_compositing.html
index b1b812b3c..1a77c2f31 100644
--- a/auto_examples/quickflat/plot_advanced_compositing.html
+++ b/auto_examples/quickflat/plot_advanced_compositing.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Plot with advanced compositing &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plot with advanced compositing &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -51,17 +51,17 @@
 quickflat.composite sub-module.</p>
 <img src="../../_images/sphx_glr_plot_advanced_compositing_001.png" srcset="../../_images/sphx_glr_plot_advanced_compositing_001.png" alt="plot advanced compositing" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Failed to get connection
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-** (inkscape:5289): CRITICAL **: 21:06:08.188: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5421): CRITICAL **: 01:31:23.379: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5421): CRITICAL **: 01:31:23.379: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5421): CRITICAL **: 01:31:23.379: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5293): CRITICAL **: 21:06:08.967: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5293): CRITICAL **: 21:06:08.967: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5293): CRITICAL **: 21:06:08.967: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5424): CRITICAL **: 01:31:24.128: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5424): CRITICAL **: 01:31:24.128: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5424): CRITICAL **: 01:31:24.128: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5296): CRITICAL **: 21:06:09.824: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5296): CRITICAL **: 21:06:09.824: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5296): CRITICAL **: 21:06:09.824: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5427): CRITICAL **: 01:31:24.950: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5427): CRITICAL **: 01:31:24.950: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5427): CRITICAL **: 01:31:24.950: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -104,7 +104,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  5.655 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  5.141 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-quickflat-plot-advanced-compositing-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/701ae012d88c539ecc33405291ee7710/plot_advanced_compositing.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_advanced_compositing.py</span></code></a></p>
@@ -156,8 +156,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -216,7 +216,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/quickflat/plot_connected_vertices.html b/auto_examples/quickflat/plot_connected_vertices.html
index 35aa6139d..d643a5913 100644
--- a/auto_examples/quickflat/plot_connected_vertices.html
+++ b/auto_examples/quickflat/plot_connected_vertices.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Plot which vertices are inside the same voxels &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plot which vertices are inside the same voxels &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -51,9 +51,9 @@
 <img src="../../_images/sphx_glr_plot_connected_vertices_001.png" srcset="../../_images/sphx_glr_plot_connected_vertices_001.png" alt="plot connected vertices" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Generating a flatmap cache
 Failed to get connection
-** (inkscape:5135): CRITICAL **: 21:02:58.156: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5135): CRITICAL **: 21:02:58.156: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5135): CRITICAL **: 21:02:58.156: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5268): CRITICAL **: 01:28:18.292: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5268): CRITICAL **: 01:28:18.293: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5268): CRITICAL **: 01:28:18.293: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Shared voxel array not found, generating...
 Caching mapper...
 </pre></div>
@@ -79,7 +79,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes  2.031 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes  3.094 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-quickflat-plot-connected-vertices-py">
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@@ -131,8 +131,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3 current"><a class="current reference internal" href="#">Plot which vertices are inside the same voxels</a></li>
@@ -191,7 +191,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/quickflat/plot_cutouts.html b/auto_examples/quickflat/plot_cutouts.html
index 99990d548..7e7e7f78d 100644
--- a/auto_examples/quickflat/plot_cutouts.html
+++ b/auto_examples/quickflat/plot_cutouts.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Plot cutouts on the flatmap &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plot cutouts on the flatmap &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -20,7 +20,7 @@
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Plot ROIs on the flatmap" href="plot_rois.html" />
-    <link rel="prev" title="Save a 2D static flatmap as SVG" href="plot_make_svg.html" />
+    <link rel="prev" title="Save a 2D static flatmap as PNG" href="plot_make_png.html" />
    
   <link rel="stylesheet" href="../../_static/custom.css" type="text/css" />
   
@@ -52,13 +52,13 @@
 name of the flatmap cutout defined in the <cite>overlays.svg</cite> file.</p>
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 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Failed to get connection
-** (inkscape:5114): CRITICAL **: 21:02:42.335: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5114): CRITICAL **: 21:02:42.335: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5114): CRITICAL **: 21:02:42.335: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5248): CRITICAL **: 01:28:04.376: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5248): CRITICAL **: 01:28:04.376: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5248): CRITICAL **: 01:28:04.376: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5118): CRITICAL **: 21:02:43.252: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5118): CRITICAL **: 21:02:43.252: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5118): CRITICAL **: 21:02:43.252: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5251): CRITICAL **: 01:28:05.243: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5251): CRITICAL **: 01:28:05.243: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5251): CRITICAL **: 01:28:05.243: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -81,7 +81,7 @@
                                  <span class="n">cutout</span><span class="o">=</span><span class="n">cutout_name</span><span class="p">)</span>
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@@ -133,8 +133,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3 current"><a class="current reference internal" href="#">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -161,7 +161,7 @@ <h3>Related Topics</h3>
 <ul>
   <li><a href="../../index.html">Documentation overview</a><ul>
   <li><a href="../index.html">Example Gallery</a><ul>
-      <li>Previous: <a href="plot_make_svg.html" title="previous chapter">Save a 2D static flatmap as SVG</a></li>
+      <li>Previous: <a href="plot_make_png.html" title="previous chapter">Save a 2D static flatmap as PNG</a></li>
       <li>Next: <a href="plot_rois.html" title="next chapter">Plot ROIs on the flatmap</a></li>
   </ul></li>
   </ul></li>
@@ -193,7 +193,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/quickflat/plot_dropout.html b/auto_examples/quickflat/plot_dropout.html
index a07a359b1..755a4acdf 100644
--- a/auto_examples/quickflat/plot_dropout.html
+++ b/auto_examples/quickflat/plot_dropout.html
@@ -6,7 +6,7 @@
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-    <title>Plot dropout regions on the flatmap &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plot dropout regions on the flatmap &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -19,7 +19,7 @@
     <script src="../../_static/doctools.js"></script>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="Save a 2D static flatmap as PNG" href="plot_make_png.html" />
+    <link rel="next" title="Save a 2D static flatmap as SVG" href="plot_make_svg.html" />
     <link rel="prev" title="Plot sulci on the flatmap" href="plot_sulci.html" />
    
   <link rel="stylesheet" href="../../_static/custom.css" type="text/css" />
@@ -62,9 +62,9 @@
 </div></blockquote>
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 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Failed to get connection
-** (inkscape:5089): CRITICAL **: 21:02:27.326: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5089): CRITICAL **: 21:02:27.326: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5089): CRITICAL **: 21:02:27.326: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5219): CRITICAL **: 01:27:52.316: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5219): CRITICAL **: 01:27:52.317: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5219): CRITICAL **: 01:27:52.317: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -84,7 +84,7 @@
                                  <span class="n">with_dropout</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  3.716 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  3.200 seconds)</p>
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 <p><a class="reference download internal" download="" href="../../_downloads/50f7ff32b015808bb6f782d90f74e737/plot_dropout.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_dropout.py</span></code></a></p>
@@ -136,8 +136,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3 current"><a class="current reference internal" href="#">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -165,7 +165,7 @@ <h3>Related Topics</h3>
   <li><a href="../../index.html">Documentation overview</a><ul>
   <li><a href="../index.html">Example Gallery</a><ul>
       <li>Previous: <a href="plot_sulci.html" title="previous chapter">Plot sulci on the flatmap</a></li>
-      <li>Next: <a href="plot_make_png.html" title="next chapter">Save a 2D static flatmap as PNG</a></li>
+      <li>Next: <a href="plot_make_svg.html" title="next chapter">Save a 2D static flatmap as SVG</a></li>
   </ul></li>
   </ul></li>
 </ul>
@@ -196,7 +196,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/quickflat/plot_make_figure.html b/auto_examples/quickflat/plot_make_figure.html
index 9f3b70b0a..1db0d9509 100644
--- a/auto_examples/quickflat/plot_make_figure.html
+++ b/auto_examples/quickflat/plot_make_figure.html
@@ -6,7 +6,7 @@
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-    <title>Plot a 2D static flatmap &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plot a 2D static flatmap &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -67,25 +67,25 @@
 </ul>
 <p class="sphx-glr-script-out">Out:</p>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Failed to get connection
-** (inkscape:5267): CRITICAL **: 21:05:54.801: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5267): CRITICAL **: 21:05:54.801: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5267): CRITICAL **: 21:05:54.801: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5402): CRITICAL **: 01:31:11.806: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5402): CRITICAL **: 01:31:11.806: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5402): CRITICAL **: 01:31:11.806: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5271): CRITICAL **: 21:05:55.826: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5271): CRITICAL **: 21:05:55.826: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5271): CRITICAL **: 21:05:55.826: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5406): CRITICAL **: 01:31:12.783: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5406): CRITICAL **: 01:31:12.783: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5406): CRITICAL **: 01:31:12.783: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5274): CRITICAL **: 21:05:56.967: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5274): CRITICAL **: 21:05:56.967: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5274): CRITICAL **: 21:05:56.967: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5409): CRITICAL **: 01:31:13.881: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5409): CRITICAL **: 01:31:13.881: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5409): CRITICAL **: 01:31:13.881: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5277): CRITICAL **: 21:05:58.111: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5277): CRITICAL **: 21:05:58.112: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5277): CRITICAL **: 21:05:58.112: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5412): CRITICAL **: 01:31:14.979: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5412): CRITICAL **: 01:31:14.979: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5412): CRITICAL **: 01:31:14.979: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5280): CRITICAL **: 21:05:59.438: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5280): CRITICAL **: 21:05:59.438: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5280): CRITICAL **: 21:05:59.438: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5415): CRITICAL **: 01:31:16.268: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5415): CRITICAL **: 01:31:16.269: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5415): CRITICAL **: 01:31:16.269: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -135,7 +135,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  12.942 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  11.182 seconds)</p>
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 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/6bf346d46f057497cb56d8bff9a090cb/plot_make_figure.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_make_figure.py</span></code></a></p>
@@ -187,8 +187,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -247,7 +247,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/quickflat/plot_make_gif.html b/auto_examples/quickflat/plot_make_gif.html
index 3c49a76b4..bc91b5e8a 100644
--- a/auto_examples/quickflat/plot_make_gif.html
+++ b/auto_examples/quickflat/plot_make_gif.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Animate a series of volumes as a GIF &#8212; pycortex 1.2.3 documentation</title>
+    <title>Animate a series of volumes as a GIF &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -70,13 +70,13 @@
 </ul>
 <p class="sphx-glr-script-out">Out:</p>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Failed to get connection
-** (inkscape:5202): CRITICAL **: 21:04:53.516: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5202): CRITICAL **: 21:04:53.516: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5202): CRITICAL **: 21:04:53.516: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5327): CRITICAL **: 01:30:14.896: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5327): CRITICAL **: 01:30:14.896: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5327): CRITICAL **: 01:30:14.896: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5206): CRITICAL **: 21:04:54.583: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5206): CRITICAL **: 21:04:54.583: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5206): CRITICAL **: 21:04:54.583: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5332): CRITICAL **: 01:30:15.933: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5332): CRITICAL **: 01:30:15.933: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5332): CRITICAL **: 01:30:15.933: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <p>Generate an animated gif that switches between frames every 1.5 seconds</p>
@@ -86,13 +86,13 @@
 </div>
 <p class="sphx-glr-script-out">Out:</p>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Failed to get connection
-** (inkscape:5210): CRITICAL **: 21:04:58.842: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5210): CRITICAL **: 21:04:58.842: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5210): CRITICAL **: 21:04:58.842: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5337): CRITICAL **: 01:30:19.261: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5337): CRITICAL **: 01:30:19.261: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5337): CRITICAL **: 01:30:19.262: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5215): CRITICAL **: 21:05:00.824: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5215): CRITICAL **: 21:05:00.824: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5215): CRITICAL **: 21:05:00.824: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5341): CRITICAL **: 01:30:21.048: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5341): CRITICAL **: 01:30:21.049: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5341): CRITICAL **: 01:30:21.049: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <p>Display gif inline in an IPython notebook</p>
@@ -107,19 +107,19 @@
 </div>
 <p class="sphx-glr-script-out">Out:</p>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Failed to get connection
-** (inkscape:5222): CRITICAL **: 21:05:03.707: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5222): CRITICAL **: 21:05:03.707: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5222): CRITICAL **: 21:05:03.707: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5347): CRITICAL **: 01:30:23.595: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5347): CRITICAL **: 01:30:23.595: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5347): CRITICAL **: 01:30:23.595: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5227): CRITICAL **: 21:05:05.703: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5227): CRITICAL **: 21:05:05.703: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
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+** (inkscape:5351): CRITICAL **: 01:30:25.381: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 
 &lt;IPython.core.display.Image object&gt;
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@@ -171,8 +171,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -231,7 +231,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/quickflat/plot_make_png.html b/auto_examples/quickflat/plot_make_png.html
index 6344ec262..626bbbdf9 100644
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-    <title>Save a 2D static flatmap as PNG &#8212; pycortex 1.2.3 documentation</title>
+    <title>Save a 2D static flatmap as PNG &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -19,8 +19,8 @@
     <script src="../../_static/doctools.js"></script>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="Save a 2D static flatmap as SVG" href="plot_make_svg.html" />
-    <link rel="prev" title="Plot dropout regions on the flatmap" href="plot_dropout.html" />
+    <link rel="next" title="Plot cutouts on the flatmap" href="plot_cutouts.html" />
+    <link rel="prev" title="Save a 2D static flatmap as SVG" href="plot_make_svg.html" />
    
   <link rel="stylesheet" href="../../_static/custom.css" type="text/css" />
   
@@ -57,13 +57,13 @@
 that use the parameter <cite>bgcolor</cite>.</p>
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+** (inkscape:5233): CRITICAL **: 01:27:59.628: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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+** (inkscape:5238): CRITICAL **: 01:28:00.663: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -86,7 +86,7 @@
 <span class="n">_</span> <span class="o">=</span> <span class="n">cortex</span><span class="o">.</span><span class="n">quickflat</span><span class="o">.</span><span class="n">make_png</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="n">volume</span><span class="p">,</span> <span class="n">recache</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
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@@ -138,8 +138,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3 current"><a class="current reference internal" href="#">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3 current"><a class="current reference internal" href="#">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -166,8 +166,8 @@ <h3>Related Topics</h3>
 <ul>
   <li><a href="../../index.html">Documentation overview</a><ul>
   <li><a href="../index.html">Example Gallery</a><ul>
-      <li>Previous: <a href="plot_dropout.html" title="previous chapter">Plot dropout regions on the flatmap</a></li>
-      <li>Next: <a href="plot_make_svg.html" title="next chapter">Save a 2D static flatmap as SVG</a></li>
+      <li>Previous: <a href="plot_make_svg.html" title="previous chapter">Save a 2D static flatmap as SVG</a></li>
+      <li>Next: <a href="plot_cutouts.html" title="next chapter">Plot cutouts on the flatmap</a></li>
   </ul></li>
   </ul></li>
 </ul>
@@ -198,7 +198,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/quickflat/plot_make_svg.html b/auto_examples/quickflat/plot_make_svg.html
index 6cd23479a..24060ddaf 100644
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+++ b/auto_examples/quickflat/plot_make_svg.html
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-    <title>Save a 2D static flatmap as SVG &#8212; pycortex 1.2.3 documentation</title>
+    <title>Save a 2D static flatmap as SVG &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -19,8 +19,8 @@
     <script src="../../_static/doctools.js"></script>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="Plot cutouts on the flatmap" href="plot_cutouts.html" />
-    <link rel="prev" title="Save a 2D static flatmap as PNG" href="plot_make_png.html" />
+    <link rel="next" title="Save a 2D static flatmap as PNG" href="plot_make_png.html" />
+    <link rel="prev" title="Plot dropout regions on the flatmap" href="plot_dropout.html" />
    
   <link rel="stylesheet" href="../../_static/custom.css" type="text/css" />
   
@@ -57,13 +57,13 @@
 that use the parameter <cite>bgcolor</cite>.</p>
 <img src="../../_images/sphx_glr_plot_make_svg_001.png" srcset="../../_images/sphx_glr_plot_make_svg_001.png" alt="plot make svg" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
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-** (inkscape:5105): CRITICAL **: 21:02:36.567: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5223): CRITICAL **: 01:27:55.257: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5223): CRITICAL **: 01:27:55.257: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5223): CRITICAL **: 01:27:55.257: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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-** (inkscape:5108): CRITICAL **: 21:02:37.638: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
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-** (inkscape:5108): CRITICAL **: 21:02:37.638: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5226): CRITICAL **: 01:27:56.295: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5226): CRITICAL **: 01:27:56.295: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5226): CRITICAL **: 01:27:56.295: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -86,7 +86,7 @@
 <span class="n">_</span> <span class="o">=</span> <span class="n">cortex</span><span class="o">.</span><span class="n">quickflat</span><span class="o">.</span><span class="n">make_png</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="n">volume</span><span class="p">,</span> <span class="n">recache</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  4.189 seconds)</p>
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@@ -138,8 +138,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3 current"><a class="current reference internal" href="#">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -166,8 +166,8 @@ <h3>Related Topics</h3>
 <ul>
   <li><a href="../../index.html">Documentation overview</a><ul>
   <li><a href="../index.html">Example Gallery</a><ul>
-      <li>Previous: <a href="plot_make_png.html" title="previous chapter">Save a 2D static flatmap as PNG</a></li>
-      <li>Next: <a href="plot_cutouts.html" title="next chapter">Plot cutouts on the flatmap</a></li>
+      <li>Previous: <a href="plot_dropout.html" title="previous chapter">Plot dropout regions on the flatmap</a></li>
+      <li>Next: <a href="plot_make_png.html" title="next chapter">Save a 2D static flatmap as PNG</a></li>
   </ul></li>
   </ul></li>
 </ul>
@@ -198,7 +198,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/quickflat/plot_rois.html b/auto_examples/quickflat/plot_rois.html
index f11d6c363..2cf31805b 100644
--- a/auto_examples/quickflat/plot_rois.html
+++ b/auto_examples/quickflat/plot_rois.html
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-    <title>Plot ROIs on the flatmap &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plot ROIs on the flatmap &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -57,13 +57,13 @@
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-** (inkscape:5122): CRITICAL **: 21:02:44.433: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5122): CRITICAL **: 21:02:44.433: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5256): CRITICAL **: 01:28:06.354: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5256): CRITICAL **: 01:28:06.354: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5256): CRITICAL **: 01:28:06.354: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5126): CRITICAL **: 21:02:45.497: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5126): CRITICAL **: 21:02:45.497: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5126): CRITICAL **: 21:02:45.498: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5260): CRITICAL **: 01:28:07.392: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5260): CRITICAL **: 01:28:07.392: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5260): CRITICAL **: 01:28:07.392: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -91,7 +91,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  6.585 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  5.128 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-quickflat-plot-rois-py">
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@@ -143,8 +143,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3 current"><a class="current reference internal" href="#">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -203,7 +203,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/quickflat/plot_sulci.html b/auto_examples/quickflat/plot_sulci.html
index 5ed6b346e..e0f494abd 100644
--- a/auto_examples/quickflat/plot_sulci.html
+++ b/auto_examples/quickflat/plot_sulci.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>Plot sulci on the flatmap &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plot sulci on the flatmap &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -50,16 +50,16 @@
 displaying the sulci on the surface.</p>
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+/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
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-** (inkscape:5085): CRITICAL **: 21:02:23.300: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5213): CRITICAL **: 01:27:48.884: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5213): CRITICAL **: 01:27:48.884: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5213): CRITICAL **: 01:27:48.884: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -79,7 +79,7 @@
                                  <span class="n">with_sulci</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  9.918 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  9.313 seconds)</p>
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@@ -131,8 +131,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3 current"><a class="current reference internal" href="#">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -191,7 +191,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/quickflat/plot_thickness_nanmean.html b/auto_examples/quickflat/plot_thickness_nanmean.html
index ebfa464c9..6567edbfe 100644
--- a/auto_examples/quickflat/plot_thickness_nanmean.html
+++ b/auto_examples/quickflat/plot_thickness_nanmean.html
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-    <title>Ignore NaN (not-a-number) values in thickness mapping &#8212; pycortex 1.2.3 documentation</title>
+    <title>Ignore NaN (not-a-number) values in thickness mapping &#8212; pycortex 1.2.4 documentation</title>
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-** (inkscape:5233): CRITICAL **: 21:05:08.391: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5358): CRITICAL **: 01:30:27.787: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5358): CRITICAL **: 01:30:27.787: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5358): CRITICAL **: 01:30:27.787: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5237): CRITICAL **: 21:05:09.610: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5237): CRITICAL **: 21:05:09.610: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5237): CRITICAL **: 21:05:09.610: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5361): CRITICAL **: 01:30:28.963: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5361): CRITICAL **: 01:30:28.963: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5361): CRITICAL **: 01:30:28.963: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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 <div class="line-block">
@@ -100,7 +100,7 @@
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-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  4.873 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  4.428 seconds)</p>
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 <p><a class="reference download internal" download="" href="../../_downloads/5977fb3c0aa7e88efb337b822e827933/plot_thickness_nanmean.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_thickness_nanmean.py</span></code></a></p>
@@ -152,8 +152,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -212,7 +212,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/quickflat/plot_zoom_to_roi.html b/auto_examples/quickflat/plot_zoom_to_roi.html
index 8245c6e33..65d4caa45 100644
--- a/auto_examples/quickflat/plot_zoom_to_roi.html
+++ b/auto_examples/quickflat/plot_zoom_to_roi.html
@@ -6,7 +6,7 @@
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-    <title>Plotting a zoomed view of one ROI &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plotting a zoomed view of one ROI &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -53,14 +53,14 @@
 </ul>
 <p class="sphx-glr-script-out">Out:</p>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Failed to get connection
-** (inkscape:5242): CRITICAL **: 21:05:13.380: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5242): CRITICAL **: 21:05:13.380: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5242): CRITICAL **: 21:05:13.380: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5375): CRITICAL **: 01:30:32.250: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5375): CRITICAL **: 01:30:32.251: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5375): CRITICAL **: 01:30:32.251: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Generating a flatmap cache
 Failed to get connection
-** (inkscape:5260): CRITICAL **: 21:05:47.674: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5260): CRITICAL **: 21:05:47.674: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5260): CRITICAL **: 21:05:47.674: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5393): CRITICAL **: 01:31:05.967: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5393): CRITICAL **: 01:31:05.967: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5393): CRITICAL **: 01:31:05.967: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -103,7 +103,7 @@
 <span class="n">zoom_to_roi</span><span class="p">(</span><span class="s1">&#39;S1&#39;</span><span class="p">,</span> <span class="s1">&#39;AC&#39;</span><span class="p">,</span> <span class="s1">&#39;left&#39;</span><span class="p">)</span>
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-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  40.946 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  39.235 seconds)</p>
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@@ -155,8 +155,8 @@ <h3>Navigation</h3>
 <li class="toctree-l2 current"><a class="reference internal" href="../index.html#quickflat-examples">Quickflat Examples</a><ul class="current">
 <li class="toctree-l3"><a class="reference internal" href="plot_sulci.html">Plot sulci on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_dropout.html">Plot dropout regions on the flatmap</a></li>
-<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_make_svg.html">Save a 2D static flatmap as SVG</a></li>
+<li class="toctree-l3"><a class="reference internal" href="plot_make_png.html">Save a 2D static flatmap as PNG</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_cutouts.html">Plot cutouts on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_rois.html">Plot ROIs on the flatmap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="plot_connected_vertices.html">Plot which vertices are inside the same voxels</a></li>
@@ -215,7 +215,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/quickflat/sg_execution_times.html b/auto_examples/quickflat/sg_execution_times.html
index 57638c46a..a5ced18e0 100644
--- a/auto_examples/quickflat/sg_execution_times.html
+++ b/auto_examples/quickflat/sg_execution_times.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Computation times &#8212; pycortex 1.2.3 documentation</title>
+    <title>Computation times &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -37,7 +37,7 @@
             
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-quickflat-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>03:54.148</strong> total execution time for <strong>auto_examples_quickflat</strong> files:</p>
+<p><strong>03:43.983</strong> total execution time for <strong>auto_examples_quickflat</strong> files:</p>
 <table class="docutils align-default">
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-<td><p>02:02.031</p></td>
+<td><p>02:03.094</p></td>
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-<td><p>00:40.946</p></td>
+<td><p>00:39.235</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_make_gif.html#sphx-glr-auto-examples-quickflat-plot-make-gif-py"><span class="std std-ref">Animate a series of volumes as a GIF</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_make_gif.py</span></code>)</p></td>
-<td><p>00:14.490</p></td>
+<td><p>00:12.570</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_make_figure.html#sphx-glr-auto-examples-quickflat-plot-make-figure-py"><span class="std std-ref">Plot a 2D static flatmap</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_make_figure.py</span></code>)</p></td>
-<td><p>00:12.942</p></td>
+<td><p>00:11.182</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_sulci.html#sphx-glr-auto-examples-quickflat-plot-sulci-py"><span class="std std-ref">Plot sulci on the flatmap</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_sulci.py</span></code>)</p></td>
-<td><p>00:09.918</p></td>
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 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="plot_rois.html#sphx-glr-auto-examples-quickflat-plot-rois-py"><span class="std std-ref">Plot ROIs on the flatmap</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_rois.py</span></code>)</p></td>
-<td><p>00:06.585</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="plot_advanced_compositing.html#sphx-glr-auto-examples-quickflat-plot-advanced-compositing-py"><span class="std std-ref">Plot with advanced compositing</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_advanced_compositing.py</span></code>)</p></td>
+<td><p>00:05.141</p></td>
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-<tr class="row-odd"><td><p><a class="reference internal" href="plot_advanced_compositing.html#sphx-glr-auto-examples-quickflat-plot-advanced-compositing-py"><span class="std std-ref">Plot with advanced compositing</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_advanced_compositing.py</span></code>)</p></td>
-<td><p>00:05.655</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="plot_rois.html#sphx-glr-auto-examples-quickflat-plot-rois-py"><span class="std std-ref">Plot ROIs on the flatmap</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_rois.py</span></code>)</p></td>
+<td><p>00:05.128</p></td>
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+<td><p>00:03.200</p></td>
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 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_cutouts.html#sphx-glr-auto-examples-quickflat-plot-cutouts-py"><span class="std std-ref">Plot cutouts on the flatmap</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_cutouts.py</span></code>)</p></td>
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+<td><p>00:02.057</p></td>
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@@ -170,7 +170,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/quickstart/plot_retinotopy_flatmap.html b/auto_examples/quickstart/plot_retinotopy_flatmap.html
index 163d4128c..89c37a746 100644
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 </pre></div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  6.018 seconds)</p>
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 <div class="sphx-glr-download sphx-glr-download-python docutils container">
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@@ -203,7 +203,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/quickstart/retinotopy_webgl.html b/auto_examples/quickstart/retinotopy_webgl.html
index 06d09156e..2edbe0a47 100644
--- a/auto_examples/quickstart/retinotopy_webgl.html
+++ b/auto_examples/quickstart/retinotopy_webgl.html
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-    <title>Plot Example Retinotopy in Web Viewer &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plot Example Retinotopy in Web Viewer &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -172,7 +172,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/quickstart/sg_execution_times.html b/auto_examples/quickstart/sg_execution_times.html
index 7b5f06604..10142466e 100644
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-    <title>Computation times &#8212; pycortex 1.2.3 documentation</title>
+    <title>Computation times &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -37,7 +37,7 @@
             
   <section id="computation-times">
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-<p><strong>00:07.138</strong> total execution time for <strong>auto_examples_quickstart</strong> files:</p>
+<p><strong>00:06.018</strong> total execution time for <strong>auto_examples_quickstart</strong> files:</p>
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@@ -46,7 +46,7 @@
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 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_retinotopy_flatmap.html#sphx-glr-auto-examples-quickstart-plot-retinotopy-flatmap-py"><span class="std std-ref">Plot Example Retinotopy Flatmaps</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_retinotopy_flatmap.py</span></code>)</p></td>
-<td><p>00:07.138</p></td>
+<td><p>00:06.018</p></td>
 <td><p>0.0 MB</p></td>
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 <tr class="row-even"><td><p><a class="reference internal" href="retinotopy_webgl.html#sphx-glr-auto-examples-quickstart-retinotopy-webgl-py"><span class="std std-ref">Plot Example Retinotopy in Web Viewer</span></a> (<code class="docutils literal notranslate"><span class="pre">retinotopy_webgl.py</span></code>)</p></td>
@@ -134,7 +134,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/quickstart/show_config.html b/auto_examples/quickstart/show_config.html
index cb032b49d..1e42755ac 100644
--- a/auto_examples/quickstart/show_config.html
+++ b/auto_examples/quickstart/show_config.html
@@ -6,7 +6,7 @@
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-    <title>Finding out where the config and filestore are &#8212; pycortex 1.2.3 documentation</title>
+    <title>Finding out where the config and filestore are &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -179,7 +179,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/surface_analyses/plot_flatmap_distortion.html b/auto_examples/surface_analyses/plot_flatmap_distortion.html
index 6f10a13ab..cfcfe5d24 100644
--- a/auto_examples/surface_analyses/plot_flatmap_distortion.html
+++ b/auto_examples/surface_analyses/plot_flatmap_distortion.html
@@ -6,7 +6,7 @@
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-    <title>Flatmap Distortion &#8212; pycortex 1.2.3 documentation</title>
+    <title>Flatmap Distortion &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -67,11 +67,11 @@
 Generating distortion surface info...
 /home/runner/work/pycortex/pycortex/cortex/polyutils/distortion.py:57: RuntimeWarning: invalid value encountered in true_divide
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 /home/runner/work/pycortex/pycortex/cortex/polyutils/distortion.py:57: RuntimeWarning: invalid value encountered in true_divide
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   warn(&#39;splu requires CSC matrix format&#39;, SparseEfficiencyWarning)
 Generating distortion surface info...
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@@ -125,7 +125,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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@@ -231,7 +231,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/surface_analyses/plot_geodesic_distance.html b/auto_examples/surface_analyses/plot_geodesic_distance.html
index d5188cd65..2808a3c41 100644
--- a/auto_examples/surface_analyses/plot_geodesic_distance.html
+++ b/auto_examples/surface_analyses/plot_geodesic_distance.html
@@ -6,7 +6,7 @@
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-    <title>Plotting Geodesic Distances &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plotting Geodesic Distances &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -58,16 +58,16 @@
 <li><img src="../../_images/sphx_glr_plot_geodesic_distance_002.png" srcset="../../_images/sphx_glr_plot_geodesic_distance_002.png" alt="plot geodesic distance" class = "sphx-glr-multi-img"/></li>
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+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
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+** (inkscape:5477): CRITICAL **: 01:32:29.814: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5477): CRITICAL **: 01:32:29.814: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5477): CRITICAL **: 01:32:29.814: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -113,7 +113,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  14.953 seconds)</p>
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@@ -219,7 +219,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/surface_analyses/plot_geodesic_path.html b/auto_examples/surface_analyses/plot_geodesic_path.html
index e0878ec83..64565c7eb 100644
--- a/auto_examples/surface_analyses/plot_geodesic_path.html
+++ b/auto_examples/surface_analyses/plot_geodesic_path.html
@@ -6,7 +6,7 @@
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-    <title>Plotting Geodesic Paths &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plotting Geodesic Paths &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -53,12 +53,12 @@
 and you can find the geodesic path. This script additionally makes a plot to
 show all of the vertices listed in the path.</p>
 <img src="../../_images/sphx_glr_plot_geodesic_path_001.png" srcset="../../_images/sphx_glr_plot_geodesic_path_001.png" alt="plot geodesic path" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
   warn(&#39;splu requires CSC matrix format&#39;, SparseEfficiencyWarning)
 Failed to get connection
-** (inkscape:5332): CRITICAL **: 21:07:02.715: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5332): CRITICAL **: 21:07:02.715: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5332): CRITICAL **: 21:07:02.715: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5462): CRITICAL **: 01:32:15.597: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5462): CRITICAL **: 01:32:15.597: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5462): CRITICAL **: 01:32:15.597: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <div class="line-block">
@@ -95,7 +95,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  9.131 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  8.814 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-surface-analyses-plot-geodesic-path-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/2c1d4ccc800c14e88c119609426fa416/plot_geodesic_path.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_geodesic_path.py</span></code></a></p>
@@ -201,7 +201,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/surface_analyses/plot_interpolate_data.html b/auto_examples/surface_analyses/plot_interpolate_data.html
index 5afdbd500..753969566 100644
--- a/auto_examples/surface_analyses/plot_interpolate_data.html
+++ b/auto_examples/surface_analyses/plot_interpolate_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Interpolate Data &#8212; pycortex 1.2.3 documentation</title>
+    <title>Interpolate Data &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -50,7 +50,7 @@
 the minimum squared Laplacian (fourth derivative) that still passes through all
 the selected points. This is similar to thin plate splines.</p>
 <img src="../../_images/sphx_glr_plot_interpolate_data_001.png" srcset="../../_images/sphx_glr_plot_interpolate_data_001.png" alt="plot interpolate data" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
   warn(&#39;splu requires CSC matrix format&#39;, SparseEfficiencyWarning)
 </pre></div>
 </div>
@@ -107,7 +107,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  16.019 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  15.640 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-surface-analyses-plot-interpolate-data-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/37fd1e74f57ee9d9d970be8b602dc355/plot_interpolate_data.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_interpolate_data.py</span></code></a></p>
@@ -213,7 +213,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/surface_analyses/plot_subsurfaces.html b/auto_examples/surface_analyses/plot_subsurfaces.html
index 854793b25..3034c3d3e 100644
--- a/auto_examples/surface_analyses/plot_subsurfaces.html
+++ b/auto_examples/surface_analyses/plot_subsurfaces.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Plot and Use Subsurface Tools &#8212; pycortex 1.2.3 documentation</title>
+    <title>Plot and Use Subsurface Tools &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -69,7 +69,7 @@
 </pre></div>
 </div>
 <p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
   warn(&#39;splu requires CSC matrix format&#39;, SparseEfficiencyWarning)
 </pre></div>
 </div>
@@ -82,12 +82,12 @@
 </pre></div>
 </div>
 <img src="../../_images/sphx_glr_plot_subsurfaces_001.png" srcset="../../_images/sphx_glr_plot_subsurfaces_001.png" alt="example subsurface data" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
   warn(&#39;splu requires CSC matrix format&#39;, SparseEfficiencyWarning)
 Failed to get connection
-** (inkscape:5362): CRITICAL **: 21:07:52.659: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5362): CRITICAL **: 21:07:52.659: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5362): CRITICAL **: 21:07:52.659: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5499): CRITICAL **: 01:33:03.252: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5499): CRITICAL **: 01:33:03.252: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5499): CRITICAL **: 01:33:03.252: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <p>plot subsurface as gif</p>
@@ -116,12 +116,12 @@
 </pre></div>
 </div>
 <img src="../../_images/sphx_glr_plot_subsurfaces_002.png" srcset="../../_images/sphx_glr_plot_subsurfaces_002.png" alt="patches" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
   warn(&#39;splu requires CSC matrix format&#39;, SparseEfficiencyWarning)
 Failed to get connection
-** (inkscape:5368): CRITICAL **: 21:07:59.079: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5368): CRITICAL **: 21:07:59.079: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5368): CRITICAL **: 21:07:59.079: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5506): CRITICAL **: 01:33:09.549: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5506): CRITICAL **: 01:33:09.549: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5506): CRITICAL **: 01:33:09.549: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
 <p>create geodesic strip patch</p>
@@ -149,23 +149,23 @@
 <li><img src="../../_images/sphx_glr_plot_subsurfaces_005.png" srcset="../../_images/sphx_glr_plot_subsurfaces_005.png" alt="second coordinate, distance from central geodesic axis" class = "sphx-glr-multi-img"/></li>
 </ul>
 <p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
   warn(&#39;splu requires CSC matrix format&#39;, SparseEfficiencyWarning)
 Failed to get connection
-** (inkscape:5379): CRITICAL **: 21:08:10.358: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5379): CRITICAL **: 21:08:10.358: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5379): CRITICAL **: 21:08:10.358: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5514): CRITICAL **: 01:33:20.494: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5514): CRITICAL **: 01:33:20.494: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5514): CRITICAL **: 01:33:20.494: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5382): CRITICAL **: 21:08:11.387: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5382): CRITICAL **: 21:08:11.387: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5382): CRITICAL **: 21:08:11.387: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5517): CRITICAL **: 01:33:21.485: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5517): CRITICAL **: 01:33:21.485: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5517): CRITICAL **: 01:33:21.486: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Failed to get connection
-** (inkscape:5385): CRITICAL **: 21:08:12.407: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
-** (inkscape:5385): CRITICAL **: 21:08:12.407: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5385): CRITICAL **: 21:08:12.407: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5520): CRITICAL **: 01:33:22.471: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5520): CRITICAL **: 01:33:22.471: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5520): CRITICAL **: 01:33:22.471: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  23.834 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  22.744 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-surface-analyses-plot-subsurfaces-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/d1b7d62a14297494745367355b59d04d/plot_subsurfaces.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_subsurfaces.py</span></code></a></p>
@@ -271,7 +271,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/surface_analyses/plot_tissots_indicatrix.html b/auto_examples/surface_analyses/plot_tissots_indicatrix.html
index c0bc023a7..7bb99e42c 100644
--- a/auto_examples/surface_analyses/plot_tissots_indicatrix.html
+++ b/auto_examples/surface_analyses/plot_tissots_indicatrix.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Tissot’s Indicatrix &#8212; pycortex 1.2.3 documentation</title>
+    <title>Tissot’s Indicatrix &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -59,7 +59,7 @@
 introduced by flattening the globe onto a map:</p>
 <img src="../../_images/sphx_glr_plot_tissots_indicatrix_001.png" srcset="../../_images/sphx_glr_plot_tissots_indicatrix_001.png" alt="plot tissots indicatrix" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Generating tissots_indicatrix surface info...
-/opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/scipy/sparse/linalg/dsolve/linsolve.py:318: SparseEfficiencyWarning: splu requires CSC matrix format
+/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/scipy/sparse/linalg/_dsolve/linsolve.py:322: SparseEfficiencyWarning: splu requires CSC matrix format
   warn(&#39;splu requires CSC matrix format&#39;, SparseEfficiencyWarning)
 Adding vertex 88060..
 Adding vertex 93467..
@@ -210,7 +210,7 @@
 Adding vertex 6044..
 Adding vertex 67298..
 Adding vertex 40064..
-/opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/numpy/lib/npyio.py:713: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify &#39;dtype=object&#39; when creating the ndarray.
+/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/numpy/lib/npyio.py:713: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify &#39;dtype=object&#39; when creating the ndarray.
   val = np.asanyarray(val)
 </pre></div>
 </div>
@@ -228,7 +228,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  34.081 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  33.731 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-surface-analyses-plot-tissots-indicatrix-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/3b8551027c0ebeddec92c73b044f4182/plot_tissots_indicatrix.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_tissots_indicatrix.py</span></code></a></p>
@@ -334,7 +334,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/surface_analyses/sg_execution_times.html b/auto_examples/surface_analyses/sg_execution_times.html
index 84bd5f604..7e7730b5d 100644
--- a/auto_examples/surface_analyses/sg_execution_times.html
+++ b/auto_examples/surface_analyses/sg_execution_times.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Computation times &#8212; pycortex 1.2.3 documentation</title>
+    <title>Computation times &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -37,7 +37,7 @@
             
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-surface-analyses-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>02:10.194</strong> total execution time for <strong>auto_examples_surface_analyses</strong> files:</p>
+<p><strong>02:06.044</strong> total execution time for <strong>auto_examples_surface_analyses</strong> files:</p>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 85%" />
@@ -46,27 +46,27 @@
 </colgroup>
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_tissots_indicatrix.html#sphx-glr-auto-examples-surface-analyses-plot-tissots-indicatrix-py"><span class="std std-ref">Tissot’s Indicatrix</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_tissots_indicatrix.py</span></code>)</p></td>
-<td><p>00:34.081</p></td>
+<td><p>00:33.731</p></td>
 <td><p>0.0 MB</p></td>
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 <tr class="row-even"><td><p><a class="reference internal" href="plot_flatmap_distortion.html#sphx-glr-auto-examples-surface-analyses-plot-flatmap-distortion-py"><span class="std std-ref">Flatmap Distortion</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_flatmap_distortion.py</span></code>)</p></td>
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+<td><p>00:30.161</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_subsurfaces.html#sphx-glr-auto-examples-surface-analyses-plot-subsurfaces-py"><span class="std std-ref">Plot and Use Subsurface Tools</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_subsurfaces.py</span></code>)</p></td>
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 <tr class="row-even"><td><p><a class="reference internal" href="plot_interpolate_data.html#sphx-glr-auto-examples-surface-analyses-plot-interpolate-data-py"><span class="std std-ref">Interpolate Data</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_interpolate_data.py</span></code>)</p></td>
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+<td><p>00:15.640</p></td>
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 <tr class="row-odd"><td><p><a class="reference internal" href="plot_geodesic_distance.html#sphx-glr-auto-examples-surface-analyses-plot-geodesic-distance-py"><span class="std std-ref">Plotting Geodesic Distances</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_geodesic_distance.py</span></code>)</p></td>
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 <tr class="row-even"><td><p><a class="reference internal" href="plot_geodesic_path.html#sphx-glr-auto-examples-surface-analyses-plot-geodesic-path-py"><span class="std std-ref">Plotting Geodesic Paths</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_geodesic_path.py</span></code>)</p></td>
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@@ -146,7 +146,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/utils/mni_to_subject.html b/auto_examples/utils/mni_to_subject.html
index d8d9061b9..144e32bdf 100644
--- a/auto_examples/utils/mni_to_subject.html
+++ b/auto_examples/utils/mni_to_subject.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Transform from MNI to Subject Space &#8212; pycortex 1.2.3 documentation</title>
+    <title>Transform from MNI to Subject Space &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -191,7 +191,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/utils/multi_panels_plots.html b/auto_examples/utils/multi_panels_plots.html
index 86eccdca2..846c0dcd3 100644
--- a/auto_examples/utils/multi_panels_plots.html
+++ b/auto_examples/utils/multi_panels_plots.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Multi-panels figures &#8212; pycortex 1.2.3 documentation</title>
+    <title>Multi-panels figures &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -222,7 +222,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/utils/plot_get_roi_vertices.html b/auto_examples/utils/plot_get_roi_vertices.html
index ef0666214..dcccf93ee 100644
--- a/auto_examples/utils/plot_get_roi_vertices.html
+++ b/auto_examples/utils/plot_get_roi_vertices.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Get Vertices for an ROI &#8212; pycortex 1.2.3 documentation</title>
+    <title>Get Vertices for an ROI &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -48,9 +48,9 @@
 defined in the SVG ROI file (see <span class="xref std std-doc">/rois.rst</span>).</p>
 <img src="../../_images/sphx_glr_plot_get_roi_vertices_001.png" srcset="../../_images/sphx_glr_plot_get_roi_vertices_001.png" alt="plot get roi vertices" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
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-** (inkscape:5395): CRITICAL **: 21:08:33.300: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
-** (inkscape:5395): CRITICAL **: 21:08:33.300: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5534): CRITICAL **: 01:33:42.301: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5534): CRITICAL **: 01:33:42.301: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5534): CRITICAL **: 01:33:42.301: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 
 &lt;Figure size 1960x1024 with 2 Axes&gt;
 </pre></div>
@@ -75,7 +75,7 @@
 <span class="n">cortex</span><span class="o">.</span><span class="n">quickshow</span><span class="p">(</span><span class="n">ffa_map</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  2.482 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  2.277 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-utils-plot-get-roi-vertices-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/a74c444126f74fb5bfa75f11261550bc/plot_get_roi_vertices.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_get_roi_vertices.py</span></code></a></p>
@@ -183,7 +183,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/utils/plot_mosaic.html b/auto_examples/utils/plot_mosaic.html
index 453ab90e8..2b223f746 100644
--- a/auto_examples/utils/plot_mosaic.html
+++ b/auto_examples/utils/plot_mosaic.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Mosaic plot &#8212; pycortex 1.2.3 documentation</title>
+    <title>Mosaic plot &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -90,7 +90,7 @@
 <span class="c1"># mosaic_arr is 607 x 607, with nwide = 6, ntall = 6</span>
 </pre></div>
 </div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.272 seconds)</p>
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 <p><a class="reference download internal" download="" href="../../_downloads/c83c63a97afe485326cd1fdab357fff8/plot_mosaic.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_mosaic.py</span></code></a></p>
@@ -198,7 +198,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/utils/plot_roi_voxel_index_volume.html b/auto_examples/utils/plot_roi_voxel_index_volume.html
index 320fd146f..be3c316af 100644
--- a/auto_examples/utils/plot_roi_voxel_index_volume.html
+++ b/auto_examples/utils/plot_roi_voxel_index_volume.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>Get ROI Index Volume &#8212; pycortex 1.2.3 documentation</title>
+    <title>Get ROI Index Volume &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -48,27 +48,27 @@
 integer index for each ROI. ROIs in the left hemisphere will have negative values,
 ROIs in the right hemisphere will have positive values.</p>
 <img src="../../_images/sphx_glr_plot_roi_voxel_index_volume_001.png" srcset="../../_images/sphx_glr_plot_roi_voxel_index_volume_001.png" alt="plot roi voxel index volume" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (V3A) contains no splines
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (V3A) contains no splines
   warnings.warn(&quot;Requested layer in svg file (%s) contains no splines&quot;%self.name)
 /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in V3A!
   warnings.warn(&quot;No vertices found in {}!&quot;.format(name))
-/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (V3B) contains no splines
+/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (V3B) contains no splines
   warnings.warn(&quot;Requested layer in svg file (%s) contains no splines&quot;%self.name)
 /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in V3B!
   warnings.warn(&quot;No vertices found in {}!&quot;.format(name))
-/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (LO) contains no splines
+/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (LO) contains no splines
   warnings.warn(&quot;Requested layer in svg file (%s) contains no splines&quot;%self.name)
 /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in LO!
   warnings.warn(&quot;No vertices found in {}!&quot;.format(name))
-/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (V4) contains no splines
+/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (V4) contains no splines
   warnings.warn(&quot;Requested layer in svg file (%s) contains no splines&quot;%self.name)
 /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in V4!
   warnings.warn(&quot;No vertices found in {}!&quot;.format(name))
-/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (V7) contains no splines
+/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (V7) contains no splines
   warnings.warn(&quot;Requested layer in svg file (%s) contains no splines&quot;%self.name)
 /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in V7!
   warnings.warn(&quot;No vertices found in {}!&quot;.format(name))
-/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:487: UserWarning: Requested layer in svg file (IFSFP) contains no splines
+/home/runner/work/pycortex/pycortex/cortex/svgoverlay.py:491: UserWarning: Requested layer in svg file (IFSFP) contains no splines
   warnings.warn(&quot;Requested layer in svg file (%s) contains no splines&quot;%self.name)
 /home/runner/work/pycortex/pycortex/cortex/utils.py:335: UserWarning: No vertices found in IFSFP!
   warnings.warn(&quot;No vertices found in {}!&quot;.format(name))
@@ -83,7 +83,7 @@
 Found 100.00% of M1M
 /home/runner/work/pycortex/pycortex/cortex/utils.py:621: RuntimeWarning: Mean of empty slice.
   pct_coverage[roi] = vert_in_scan.mean() * 100
-/opt/hostedtoolcache/Python/3.9.10/x64/lib/python3.9/site-packages/numpy/core/_methods.py:189: RuntimeWarning: invalid value encountered in double_scalars
+/opt/hostedtoolcache/Python/3.9.12/x64/lib/python3.9/site-packages/numpy/core/_methods.py:189: RuntimeWarning: invalid value encountered in double_scalars
   ret = ret.dtype.type(ret / rcount)
 Found nan% of V3A
 Found nan% of V3B
@@ -110,9 +110,9 @@
 Found 100.00% of FFA
 Cutting 0 overlapping voxels (should be &lt; ~50)
 Failed to get connection
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-** (inkscape:5419): CRITICAL **: 21:08:56.537: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5552): CRITICAL **: 01:34:04.502: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5552): CRITICAL **: 01:34:04.502: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5552): CRITICAL **: 01:34:04.502: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
 Index keys for which ROI is which in `index_volume`:
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@@ -155,7 +155,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
 </pre></div>
 </div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  9.884 seconds)</p>
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 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/748207cb5b8d3ed64f9cdfb6ab985e68/plot_roi_voxel_index_volume.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_roi_voxel_index_volume.py</span></code></a></p>
@@ -263,7 +263,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/auto_examples/utils/plot_roi_voxel_mask.html b/auto_examples/utils/plot_roi_voxel_mask.html
index 3bce6d987..9459d80de 100644
--- a/auto_examples/utils/plot_roi_voxel_mask.html
+++ b/auto_examples/utils/plot_roi_voxel_mask.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Get ROI Voxel Mask &#8212; pycortex 1.2.3 documentation</title>
+    <title>Get ROI Voxel Mask &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -55,9 +55,9 @@
 Cutting 0 overlapping voxels (should be &lt; ~50)
 Generating a flatmap cache
 Failed to get connection
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-** (inkscape:5409): CRITICAL **: 21:08:46.199: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5543): CRITICAL **: 01:33:54.463: dbus_g_proxy_new_for_name: assertion &#39;connection != NULL&#39; failed
+** (inkscape:5543): CRITICAL **: 01:33:54.463: dbus_g_proxy_call: assertion &#39;DBUS_IS_G_PROXY (proxy)&#39; failed
+** (inkscape:5543): CRITICAL **: 01:33:54.464: dbus_g_connection_register_g_object: assertion &#39;connection != NULL&#39; failed
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@@ -96,7 +96,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  7.399 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-utils-plot-roi-voxel-mask-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/56b9122102ee96a8240f7eef88bfd884/plot_roi_voxel_mask.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_roi_voxel_mask.py</span></code></a></p>
@@ -204,7 +204,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/utils/plot_voxel_distance_from_surface.html b/auto_examples/utils/plot_voxel_distance_from_surface.html
index 86eb50736..bdc788cf0 100644
--- a/auto_examples/utils/plot_voxel_distance_from_surface.html
+++ b/auto_examples/utils/plot_voxel_distance_from_surface.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Voxel distance from surface &#8212; pycortex 1.2.3 documentation</title>
+    <title>Voxel distance from surface &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -46,7 +46,7 @@
 <span id="sphx-glr-auto-examples-utils-plot-voxel-distance-from-surface-py"></span><h1>Voxel distance from surface<a class="headerlink" href="#voxel-distance-from-surface" title="Permalink to this headline">¶</a></h1>
 <p>The utility function <cite>get_vox_dist</cite> returns the distance from each voxel in some space to the nearest vertex on the given surface. This function is used for generating ROI masks, cortical masks, etc.</p>
 <img src="../../_images/sphx_glr_plot_voxel_distance_from_surface_001.png" srcset="../../_images/sphx_glr_plot_voxel_distance_from_surface_001.png" alt="plot voxel distance from surface" class = "sphx-glr-single-img"/><p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.colorbar.Colorbar object at 0x7f2371b685e0&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.colorbar.Colorbar object at 0x7fa8b2139a60&gt;
 </pre></div>
 </div>
 <div class="line-block">
@@ -72,7 +72,7 @@
 <span class="n">plt</span><span class="o">.</span><span class="n">colorbar</span><span class="p">(</span><span class="n">label</span><span class="o">=</span><span class="s1">&#39;mm from surface&#39;</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  4.422 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  4.326 seconds)</p>
 <div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-utils-plot-voxel-distance-from-surface-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/1ea1f603b7ca5c9c1406e688c92183ac/plot_voxel_distance_from_surface.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_voxel_distance_from_surface.py</span></code></a></p>
@@ -180,7 +180,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/utils/sg_execution_times.html b/auto_examples/utils/sg_execution_times.html
index 65aa450df..c49b5343b 100644
--- a/auto_examples/utils/sg_execution_times.html
+++ b/auto_examples/utils/sg_execution_times.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Computation times &#8212; pycortex 1.2.3 documentation</title>
+    <title>Computation times &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -37,7 +37,7 @@
             
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-utils-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:25.229</strong> total execution time for <strong>auto_examples_utils</strong> files:</p>
+<p><strong>00:24.158</strong> total execution time for <strong>auto_examples_utils</strong> files:</p>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 86%" />
@@ -46,23 +46,23 @@
 </colgroup>
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_roi_voxel_index_volume.html#sphx-glr-auto-examples-utils-plot-roi-voxel-index-volume-py"><span class="std std-ref">Get ROI Index Volume</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_roi_voxel_index_volume.py</span></code>)</p></td>
-<td><p>00:10.143</p></td>
+<td><p>00:09.884</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_roi_voxel_mask.html#sphx-glr-auto-examples-utils-plot-roi-voxel-mask-py"><span class="std std-ref">Get ROI Voxel Mask</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_roi_voxel_mask.py</span></code>)</p></td>
-<td><p>00:07.768</p></td>
+<td><p>00:07.399</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_voxel_distance_from_surface.html#sphx-glr-auto-examples-utils-plot-voxel-distance-from-surface-py"><span class="std std-ref">Voxel distance from surface</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_voxel_distance_from_surface.py</span></code>)</p></td>
-<td><p>00:04.422</p></td>
+<td><p>00:04.326</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_get_roi_vertices.html#sphx-glr-auto-examples-utils-plot-get-roi-vertices-py"><span class="std std-ref">Get Vertices for an ROI</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_get_roi_vertices.py</span></code>)</p></td>
-<td><p>00:02.482</p></td>
+<td><p>00:02.277</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_mosaic.html#sphx-glr-auto-examples-utils-plot-mosaic-py"><span class="std std-ref">Mosaic plot</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_mosaic.py</span></code>)</p></td>
-<td><p>00:00.414</p></td>
+<td><p>00:00.272</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="mni_to_subject.html#sphx-glr-auto-examples-utils-mni-to-subject-py"><span class="std std-ref">Transform from MNI to Subject Space</span></a> (<code class="docutils literal notranslate"><span class="pre">mni_to_subject.py</span></code>)</p></td>
@@ -154,7 +154,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/utils/subject_to_mni.html b/auto_examples/utils/subject_to_mni.html
index f27f3eeaa..cfb4dfa78 100644
--- a/auto_examples/utils/subject_to_mni.html
+++ b/auto_examples/utils/subject_to_mni.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Transform from Subject to MNI Space &#8212; pycortex 1.2.3 documentation</title>
+    <title>Transform from Subject to MNI Space &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -185,7 +185,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/webgl/dynamic_with_custom_template.html b/auto_examples/webgl/dynamic_with_custom_template.html
index 6af8e8bc9..32494fa8f 100644
--- a/auto_examples/webgl/dynamic_with_custom_template.html
+++ b/auto_examples/webgl/dynamic_with_custom_template.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Dynamic viewer with html template &#8212; pycortex 1.2.3 documentation</title>
+    <title>Dynamic viewer with html template &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -216,7 +216,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/webgl/multiple_datasets.html b/auto_examples/webgl/multiple_datasets.html
index bb9672f34..00fac203e 100644
--- a/auto_examples/webgl/multiple_datasets.html
+++ b/auto_examples/webgl/multiple_datasets.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Create a 3D WebGL Viewer with Multiple Datasets &#8212; pycortex 1.2.3 documentation</title>
+    <title>Create a 3D WebGL Viewer with Multiple Datasets &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -176,7 +176,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/webgl/single_dataset.html b/auto_examples/webgl/single_dataset.html
index 9f2282212..4f4b3ef25 100644
--- a/auto_examples/webgl/single_dataset.html
+++ b/auto_examples/webgl/single_dataset.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Create a 3D WebGL Viewer &#8212; pycortex 1.2.3 documentation</title>
+    <title>Create a 3D WebGL Viewer &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -165,7 +165,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/webgl/static.html b/auto_examples/webgl/static.html
index 475f65c97..a5b2932c6 100644
--- a/auto_examples/webgl/static.html
+++ b/auto_examples/webgl/static.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Create a static viewer &#8212; pycortex 1.2.3 documentation</title>
+    <title>Create a static viewer &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -169,7 +169,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/auto_examples/webgl/static_with_custom_template.html b/auto_examples/webgl/static_with_custom_template.html
index 39e3c0148..140e7aebb 100644
--- a/auto_examples/webgl/static_with_custom_template.html
+++ b/auto_examples/webgl/static_with_custom_template.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Static viewer with html template &#8212; pycortex 1.2.3 documentation</title>
+    <title>Static viewer with html template &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -221,7 +221,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/colormaps.html b/colormaps.html
index 442821780..ae8d2cdfc 100644
--- a/colormaps.html
+++ b/colormaps.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Colormaps &#8212; pycortex 1.2.3 documentation</title>
+    <title>Colormaps &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="_static/sg_gallery.css" />
@@ -512,7 +512,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/database.html b/database.html
index 7a43ed666..30aa4884f 100644
--- a/database.html
+++ b/database.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Surface Database &#8212; pycortex 1.2.3 documentation</title>
+    <title>Surface Database &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="_static/sg_gallery.css" />
@@ -326,7 +326,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/dataset.html b/dataset.html
index 2389a6abf..230798271 100644
--- a/dataset.html
+++ b/dataset.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Pycortex Data Structures &#8212; pycortex 1.2.3 documentation</title>
+    <title>Pycortex Data Structures &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="_static/sg_gallery.css" />
@@ -258,7 +258,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Database/cortex.database.Database.__init__.html b/generated/Database/cortex.database.Database.__init__.html
index b9eb07cf8..267f77988 100644
--- a/generated/Database/cortex.database.Database.__init__.html
+++ b/generated/Database/cortex.database.Database.__init__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.database.Database.__init__ &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.__init__ &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Database/cortex.database.Database.clear_cache.html b/generated/Database/cortex.database.Database.clear_cache.html
index 8b74ec9a7..b04c2fd5e 100644
--- a/generated/Database/cortex.database.Database.clear_cache.html
+++ b/generated/Database/cortex.database.Database.clear_cache.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.database.Database.clear_cache &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.clear_cache &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
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--- a/generated/Database/cortex.database.Database.get_anat.html
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-    <title>cortex.database.Database.get_anat &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_anat &#8212; pycortex 1.2.4 documentation</title>
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@@ -138,7 +138,7 @@ <h3 id="searchlabel">Quick search</h3>
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       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Database/cortex.database.Database.get_cache.html b/generated/Database/cortex.database.Database.get_cache.html
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-    <title>cortex.database.Database.get_cache &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_cache &#8212; pycortex 1.2.4 documentation</title>
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Database/cortex.database.Database.get_coords.html b/generated/Database/cortex.database.Database.get_coords.html
index 77c8a97e6..fb48481cd 100644
--- a/generated/Database/cortex.database.Database.get_coords.html
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-    <title>cortex.database.Database.get_coords &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_coords &#8212; pycortex 1.2.4 documentation</title>
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@@ -130,7 +130,7 @@ <h3 id="searchlabel">Quick search</h3>
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       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Database/cortex.database.Database.get_mask.html b/generated/Database/cortex.database.Database.get_mask.html
index 4d4ce25b2..d5640509c 100644
--- a/generated/Database/cortex.database.Database.get_mask.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.get_mask &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_mask &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.get_mnixfm.html b/generated/Database/cortex.database.Database.get_mnixfm.html
index 5f0748251..a917a996b 100644
--- a/generated/Database/cortex.database.Database.get_mnixfm.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.get_mnixfm &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_mnixfm &#8212; pycortex 1.2.4 documentation</title>
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@@ -147,7 +147,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.get_mri_surf2surf_matrix.html b/generated/Database/cortex.database.Database.get_mri_surf2surf_matrix.html
index 2f5198abc..4488c145c 100644
--- a/generated/Database/cortex.database.Database.get_mri_surf2surf_matrix.html
+++ b/generated/Database/cortex.database.Database.get_mri_surf2surf_matrix.html
@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.get_mri_surf2surf_matrix &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_mri_surf2surf_matrix &#8212; pycortex 1.2.4 documentation</title>
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@@ -154,7 +154,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.get_overlay.html b/generated/Database/cortex.database.Database.get_overlay.html
index 41d7ab664..f902cc5fa 100644
--- a/generated/Database/cortex.database.Database.get_overlay.html
+++ b/generated/Database/cortex.database.Database.get_overlay.html
@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.get_overlay &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_overlay &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.get_paths.html b/generated/Database/cortex.database.Database.get_paths.html
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--- a/generated/Database/cortex.database.Database.get_paths.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.get_paths &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_paths &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.get_shared_voxels.html b/generated/Database/cortex.database.Database.get_shared_voxels.html
index ff2f258b7..575e6ff9c 100644
--- a/generated/Database/cortex.database.Database.get_shared_voxels.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.get_shared_voxels &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_shared_voxels &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -121,7 +121,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Database/cortex.database.Database.get_surf.html b/generated/Database/cortex.database.Database.get_surf.html
index 2d2c11b07..ecc0396fe 100644
--- a/generated/Database/cortex.database.Database.get_surf.html
+++ b/generated/Database/cortex.database.Database.get_surf.html
@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.get_surf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_surf &#8212; pycortex 1.2.4 documentation</title>
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@@ -144,7 +144,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Database/cortex.database.Database.get_surfinfo.html b/generated/Database/cortex.database.Database.get_surfinfo.html
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--- a/generated/Database/cortex.database.Database.get_surfinfo.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.get_surfinfo &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_surfinfo &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -149,7 +149,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.get_view.html b/generated/Database/cortex.database.Database.get_view.html
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--- a/generated/Database/cortex.database.Database.get_view.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.get_view &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_view &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -134,7 +134,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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       |
diff --git a/generated/Database/cortex.database.Database.get_xfm.html b/generated/Database/cortex.database.Database.get_xfm.html
index bbdfd2319..933d1f675 100644
--- a/generated/Database/cortex.database.Database.get_xfm.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.get_xfm &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.get_xfm &#8212; pycortex 1.2.4 documentation</title>
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@@ -130,7 +130,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Database/cortex.database.Database.make_subj.html b/generated/Database/cortex.database.Database.make_subj.html
index a5a440b6d..119ba819e 100644
--- a/generated/Database/cortex.database.Database.make_subj.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.make_subj &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.make_subj &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.reload_subjects.html b/generated/Database/cortex.database.Database.reload_subjects.html
index a8b9ecd73..08f09893d 100644
--- a/generated/Database/cortex.database.Database.reload_subjects.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.reload_subjects &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.reload_subjects &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.save_mask.html b/generated/Database/cortex.database.Database.save_mask.html
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--- a/generated/Database/cortex.database.Database.save_mask.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.save_mask &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.save_mask &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.save_view.html b/generated/Database/cortex.database.Database.save_view.html
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--- a/generated/Database/cortex.database.Database.save_view.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.save_view &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.save_view &#8212; pycortex 1.2.4 documentation</title>
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@@ -135,7 +135,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.save_xfm.html b/generated/Database/cortex.database.Database.save_xfm.html
index 4f912b248..1cbe1be5c 100644
--- a/generated/Database/cortex.database.Database.save_xfm.html
+++ b/generated/Database/cortex.database.Database.save_xfm.html
@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.save_xfm &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.save_xfm &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -137,7 +137,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Database/cortex.database.Database.subjects.html b/generated/Database/cortex.database.Database.subjects.html
index 7483b6a7d..b2d4f17e0 100644
--- a/generated/Database/cortex.database.Database.subjects.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.database.Database.subjects &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database.subjects &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Dataset/cortex.dataset.Dataset.__init__.html b/generated/Dataset/cortex.dataset.Dataset.__init__.html
index 05863a815..d10e51760 100644
--- a/generated/Dataset/cortex.dataset.Dataset.__init__.html
+++ b/generated/Dataset/cortex.dataset.Dataset.__init__.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Dataset.__init__ &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset.__init__ &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Dataset/cortex.dataset.Dataset.append.html b/generated/Dataset/cortex.dataset.Dataset.append.html
index 92620aeeb..ae613513c 100644
--- a/generated/Dataset/cortex.dataset.Dataset.append.html
+++ b/generated/Dataset/cortex.dataset.Dataset.append.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Dataset.append &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset.append &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -119,7 +119,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Dataset/cortex.dataset.Dataset.from_file.html b/generated/Dataset/cortex.dataset.Dataset.from_file.html
index f6762c916..e3698966b 100644
--- a/generated/Dataset/cortex.dataset.Dataset.from_file.html
+++ b/generated/Dataset/cortex.dataset.Dataset.from_file.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Dataset.from_file &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset.from_file &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Dataset/cortex.dataset.Dataset.get_mask.html b/generated/Dataset/cortex.dataset.Dataset.get_mask.html
index a96d565e2..82795e4e9 100644
--- a/generated/Dataset/cortex.dataset.Dataset.get_mask.html
+++ b/generated/Dataset/cortex.dataset.Dataset.get_mask.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Dataset.get_mask &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset.get_mask &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Dataset/cortex.dataset.Dataset.get_overlay.html b/generated/Dataset/cortex.dataset.Dataset.get_overlay.html
index 006f85dd8..8f7e9ae13 100644
--- a/generated/Dataset/cortex.dataset.Dataset.get_overlay.html
+++ b/generated/Dataset/cortex.dataset.Dataset.get_overlay.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>cortex.dataset.Dataset.get_overlay &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset.get_overlay &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Dataset/cortex.dataset.Dataset.get_surf.html b/generated/Dataset/cortex.dataset.Dataset.get_surf.html
index f82c5b8f3..098791496 100644
--- a/generated/Dataset/cortex.dataset.Dataset.get_surf.html
+++ b/generated/Dataset/cortex.dataset.Dataset.get_surf.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Dataset.get_surf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset.get_surf &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Dataset/cortex.dataset.Dataset.get_xfm.html b/generated/Dataset/cortex.dataset.Dataset.get_xfm.html
index 3be644110..0281f4144 100644
--- a/generated/Dataset/cortex.dataset.Dataset.get_xfm.html
+++ b/generated/Dataset/cortex.dataset.Dataset.get_xfm.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Dataset.get_xfm &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset.get_xfm &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Dataset/cortex.dataset.Dataset.prepend.html b/generated/Dataset/cortex.dataset.Dataset.prepend.html
index 4bdcbaf0c..1cb7892b5 100644
--- a/generated/Dataset/cortex.dataset.Dataset.prepend.html
+++ b/generated/Dataset/cortex.dataset.Dataset.prepend.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Dataset.prepend &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset.prepend &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -119,7 +119,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Dataset/cortex.dataset.Dataset.save.html b/generated/Dataset/cortex.dataset.Dataset.save.html
index 82bde761d..dcefd222e 100644
--- a/generated/Dataset/cortex.dataset.Dataset.save.html
+++ b/generated/Dataset/cortex.dataset.Dataset.save.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Dataset.save &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset.save &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Dataset/cortex.dataset.Dataset.uniques.html b/generated/Dataset/cortex.dataset.Dataset.uniques.html
index 2619b4c42..f696b4f71 100644
--- a/generated/Dataset/cortex.dataset.Dataset.uniques.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Dataset.uniques &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset.uniques &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Distortion/cortex.polyutils.Distortion.__init__.html b/generated/Distortion/cortex.polyutils.Distortion.__init__.html
index 2c512d629..6b4740ed3 100644
--- a/generated/Distortion/cortex.polyutils.Distortion.__init__.html
+++ b/generated/Distortion/cortex.polyutils.Distortion.__init__.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Distortion.__init__ &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Distortion.__init__ &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Distortion/cortex.polyutils.Distortion.areal.html b/generated/Distortion/cortex.polyutils.Distortion.areal.html
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--- a/generated/Distortion/cortex.polyutils.Distortion.areal.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Distortion.areal &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Distortion.areal &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Distortion/cortex.polyutils.Distortion.metric.html b/generated/Distortion/cortex.polyutils.Distortion.metric.html
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--- a/generated/Distortion/cortex.polyutils.Distortion.metric.html
+++ b/generated/Distortion/cortex.polyutils.Distortion.metric.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.polyutils.Distortion.metric &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Distortion.metric &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.__init__.html b/generated/Surface/cortex.polyutils.Surface.__init__.html
index 4612f31ec..26bc4b13d 100644
--- a/generated/Surface/cortex.polyutils.Surface.__init__.html
+++ b/generated/Surface/cortex.polyutils.Surface.__init__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.polyutils.Surface.__init__ &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.__init__ &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.adj.html b/generated/Surface/cortex.polyutils.Surface.adj.html
index 26e55b134..fc1d9913c 100644
--- a/generated/Surface/cortex.polyutils.Surface.adj.html
+++ b/generated/Surface/cortex.polyutils.Surface.adj.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.adj &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.adj &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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+    <title>cortex.polyutils.Surface.avg_edge_length &#8212; pycortex 1.2.4 documentation</title>
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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-    <title>cortex.polyutils.Surface.boundary_vertices &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.boundary_vertices &#8212; pycortex 1.2.4 documentation</title>
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@@ -123,7 +123,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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-    <title>cortex.polyutils.Surface.call_vtp_geodesic &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.call_vtp_geodesic &#8212; pycortex 1.2.4 documentation</title>
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@@ -126,7 +126,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.connected.html b/generated/Surface/cortex.polyutils.Surface.connected.html
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-    <title>cortex.polyutils.Surface.connected &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.connected &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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-    <title>cortex.polyutils.Surface.cotangent_weights &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.cotangent_weights &#8212; pycortex 1.2.4 documentation</title>
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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-    <title>cortex.polyutils.Surface.create_biharmonic_solver &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.create_biharmonic_solver &#8212; pycortex 1.2.4 documentation</title>
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@@ -154,7 +154,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Surface/cortex.polyutils.Surface.create_subsurface.html b/generated/Surface/cortex.polyutils.Surface.create_subsurface.html
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-    <title>cortex.polyutils.Surface.create_subsurface &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.create_subsurface &#8212; pycortex 1.2.4 documentation</title>
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@@ -143,7 +143,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Surface/cortex.polyutils.Surface.edge_collapse.html b/generated/Surface/cortex.polyutils.Surface.edge_collapse.html
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--- a/generated/Surface/cortex.polyutils.Surface.edge_collapse.html
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-    <title>cortex.polyutils.Surface.edge_collapse &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.edge_collapse &#8212; pycortex 1.2.4 documentation</title>
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Surface/cortex.polyutils.Surface.edge_lengths.html b/generated/Surface/cortex.polyutils.Surface.edge_lengths.html
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-    <title>cortex.polyutils.Surface.edge_lengths &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.edge_lengths &#8212; pycortex 1.2.4 documentation</title>
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@@ -127,7 +127,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Surface/cortex.polyutils.Surface.exact_geodesic_distance.html b/generated/Surface/cortex.polyutils.Surface.exact_geodesic_distance.html
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-    <title>cortex.polyutils.Surface.exact_geodesic_distance &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.exact_geodesic_distance &#8212; pycortex 1.2.4 documentation</title>
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@@ -129,7 +129,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Surface/cortex.polyutils.Surface.extract_chunk.html b/generated/Surface/cortex.polyutils.Surface.extract_chunk.html
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-    <title>cortex.polyutils.Surface.extract_chunk &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.extract_chunk &#8212; pycortex 1.2.4 documentation</title>
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Surface/cortex.polyutils.Surface.extract_geodesic_chunk.html b/generated/Surface/cortex.polyutils.Surface.extract_geodesic_chunk.html
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--- a/generated/Surface/cortex.polyutils.Surface.extract_geodesic_chunk.html
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-    <title>cortex.polyutils.Surface.extract_geodesic_chunk &#8212; pycortex 1.2.3 documentation</title>
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@@ -119,7 +119,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Surface/cortex.polyutils.Surface.face_areas.html b/generated/Surface/cortex.polyutils.Surface.face_areas.html
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-    <title>cortex.polyutils.Surface.face_areas &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.face_areas &#8212; pycortex 1.2.4 documentation</title>
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Surface/cortex.polyutils.Surface.face_normals.html b/generated/Surface/cortex.polyutils.Surface.face_normals.html
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-    <title>cortex.polyutils.Surface.face_normals &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.face_normals &#8212; pycortex 1.2.4 documentation</title>
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Surface/cortex.polyutils.Surface.furthest_border_points.html b/generated/Surface/cortex.polyutils.Surface.furthest_border_points.html
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-    <title>cortex.polyutils.Surface.furthest_border_points &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.furthest_border_points &#8212; pycortex 1.2.4 documentation</title>
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.geodesic_distance.html b/generated/Surface/cortex.polyutils.Surface.geodesic_distance.html
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-    <title>cortex.polyutils.Surface.geodesic_distance &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.geodesic_distance &#8212; pycortex 1.2.4 documentation</title>
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@@ -151,7 +151,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.geodesic_path.html b/generated/Surface/cortex.polyutils.Surface.geodesic_path.html
index 77dba1e8b..6ea1a8c7d 100644
--- a/generated/Surface/cortex.polyutils.Surface.geodesic_path.html
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-    <title>cortex.polyutils.Surface.geodesic_path &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.geodesic_path &#8212; pycortex 1.2.4 documentation</title>
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@@ -155,7 +155,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.get_connected_vertices.html b/generated/Surface/cortex.polyutils.Surface.get_connected_vertices.html
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-    <title>cortex.polyutils.Surface.get_connected_vertices &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.get_connected_vertices &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -135,7 +135,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.get_euclidean_ball.html b/generated/Surface/cortex.polyutils.Surface.get_euclidean_ball.html
index 12e7c846c..b5cfd1bd8 100644
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-    <title>cortex.polyutils.Surface.get_euclidean_ball &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.get_euclidean_ball &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -128,7 +128,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.get_euclidean_patch.html b/generated/Surface/cortex.polyutils.Surface.get_euclidean_patch.html
index 1674257ba..f210a6743 100644
--- a/generated/Surface/cortex.polyutils.Surface.get_euclidean_patch.html
+++ b/generated/Surface/cortex.polyutils.Surface.get_euclidean_patch.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.get_euclidean_patch &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.get_euclidean_patch &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -132,7 +132,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.get_geodesic_patch.html b/generated/Surface/cortex.polyutils.Surface.get_geodesic_patch.html
index 3121009c9..0b8a9dc86 100644
--- a/generated/Surface/cortex.polyutils.Surface.get_geodesic_patch.html
+++ b/generated/Surface/cortex.polyutils.Surface.get_geodesic_patch.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.get_geodesic_patch &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.get_geodesic_patch &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -136,7 +136,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.get_geodesic_patches.html b/generated/Surface/cortex.polyutils.Surface.get_geodesic_patches.html
index 6738b6575..0d34f650b 100644
--- a/generated/Surface/cortex.polyutils.Surface.get_geodesic_patches.html
+++ b/generated/Surface/cortex.polyutils.Surface.get_geodesic_patches.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.get_geodesic_patches &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.get_geodesic_patches &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -136,7 +136,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.get_geodesic_strip_patch.html b/generated/Surface/cortex.polyutils.Surface.get_geodesic_strip_patch.html
index 937732bf0..7bbbcb2af 100644
--- a/generated/Surface/cortex.polyutils.Surface.get_geodesic_strip_patch.html
+++ b/generated/Surface/cortex.polyutils.Surface.get_geodesic_strip_patch.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.get_geodesic_strip_patch &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.get_geodesic_strip_patch &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -138,7 +138,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.get_graph.html b/generated/Surface/cortex.polyutils.Surface.get_graph.html
index b12e2a586..2899bcd0c 100644
--- a/generated/Surface/cortex.polyutils.Surface.get_graph.html
+++ b/generated/Surface/cortex.polyutils.Surface.get_graph.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.get_graph &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.get_graph &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.get_strip_coordinates.html b/generated/Surface/cortex.polyutils.Surface.get_strip_coordinates.html
index 1945e8143..cbeac0bd7 100644
--- a/generated/Surface/cortex.polyutils.Surface.get_strip_coordinates.html
+++ b/generated/Surface/cortex.polyutils.Surface.get_strip_coordinates.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.get_strip_coordinates &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.get_strip_coordinates &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -150,7 +150,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.graph.html b/generated/Surface/cortex.polyutils.Surface.graph.html
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--- a/generated/Surface/cortex.polyutils.Surface.graph.html
+++ b/generated/Surface/cortex.polyutils.Surface.graph.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.graph &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.graph &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.interp.html b/generated/Surface/cortex.polyutils.Surface.interp.html
index a368084f6..8aef1efc0 100644
--- a/generated/Surface/cortex.polyutils.Surface.interp.html
+++ b/generated/Surface/cortex.polyutils.Surface.interp.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.interp &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.interp &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -141,7 +141,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.iter_surfedges.html b/generated/Surface/cortex.polyutils.Surface.iter_surfedges.html
index 433656787..7fe59017c 100644
--- a/generated/Surface/cortex.polyutils.Surface.iter_surfedges.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.iter_surfedges &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.iter_surfedges &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.iter_surfedges_weighted.html b/generated/Surface/cortex.polyutils.Surface.iter_surfedges_weighted.html
index 6a1b54db7..3b1b55439 100644
--- a/generated/Surface/cortex.polyutils.Surface.iter_surfedges_weighted.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.iter_surfedges_weighted &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.iter_surfedges_weighted &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -127,7 +127,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.laplace_operator.html b/generated/Surface/cortex.polyutils.Surface.laplace_operator.html
index 6cfe7ea60..ff40d0912 100644
--- a/generated/Surface/cortex.polyutils.Surface.laplace_operator.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.laplace_operator &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.laplace_operator &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -126,7 +126,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.lift_subsurface_data.html b/generated/Surface/cortex.polyutils.Surface.lift_subsurface_data.html
index 6f6f5b441..a49d09750 100644
--- a/generated/Surface/cortex.polyutils.Surface.lift_subsurface_data.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.lift_subsurface_data &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.lift_subsurface_data &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.mean_curvature.html b/generated/Surface/cortex.polyutils.Surface.mean_curvature.html
index 4589091cc..87357c4e1 100644
--- a/generated/Surface/cortex.polyutils.Surface.mean_curvature.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>cortex.polyutils.Surface.mean_curvature &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.mean_curvature &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -131,7 +131,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.patches.html b/generated/Surface/cortex.polyutils.Surface.patches.html
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-    <title>cortex.polyutils.Surface.patches &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.patches &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.plot_subsurface_rotating_gif.html b/generated/Surface/cortex.polyutils.Surface.plot_subsurface_rotating_gif.html
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-    <title>cortex.polyutils.Surface.plot_subsurface_rotating_gif &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.plot_subsurface_rotating_gif &#8212; pycortex 1.2.4 documentation</title>
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@@ -128,7 +128,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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-    <title>cortex.polyutils.Surface.polyhedra &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.polyhedra &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
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diff --git a/generated/Surface/cortex.polyutils.Surface.ppts.html b/generated/Surface/cortex.polyutils.Surface.ppts.html
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-    <title>cortex.polyutils.Surface.ppts &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.ppts &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.smooth.html b/generated/Surface/cortex.polyutils.Surface.smooth.html
index 54ee42afa..3391a024c 100644
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-    <title>cortex.polyutils.Surface.smooth &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.smooth &#8212; pycortex 1.2.4 documentation</title>
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@@ -139,7 +139,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.subsurface_vertex_inverse.html b/generated/Surface/cortex.polyutils.Surface.subsurface_vertex_inverse.html
index f3024d29f..d5570abd9 100644
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-    <title>cortex.polyutils.Surface.subsurface_vertex_inverse &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.subsurface_vertex_inverse &#8212; pycortex 1.2.4 documentation</title>
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.surface_gradient.html b/generated/Surface/cortex.polyutils.Surface.surface_gradient.html
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--- a/generated/Surface/cortex.polyutils.Surface.surface_gradient.html
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-    <title>cortex.polyutils.Surface.surface_gradient &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.surface_gradient &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
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@@ -138,7 +138,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.vertex_normals.html b/generated/Surface/cortex.polyutils.Surface.vertex_normals.html
index 96eb99e80..ec7ac55b6 100644
--- a/generated/Surface/cortex.polyutils.Surface.vertex_normals.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.vertex_normals &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.vertex_normals &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Surface/cortex.polyutils.Surface.weighted_distance_graph.html b/generated/Surface/cortex.polyutils.Surface.weighted_distance_graph.html
index 1399463e6..2cc262662 100644
--- a/generated/Surface/cortex.polyutils.Surface.weighted_distance_graph.html
+++ b/generated/Surface/cortex.polyutils.Surface.weighted_distance_graph.html
@@ -6,7 +6,7 @@
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-    <title>cortex.polyutils.Surface.weighted_distance_graph &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface.weighted_distance_graph &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.__init__.html b/generated/Vertex/cortex.dataset.Vertex.__init__.html
index 86518bc3c..19a47762b 100644
--- a/generated/Vertex/cortex.dataset.Vertex.__init__.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Vertex.__init__ &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.__init__ &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.blend_curvature.html b/generated/Vertex/cortex.dataset.Vertex.blend_curvature.html
index 7d7ddd2d5..b731bbe10 100644
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-    <title>cortex.dataset.Vertex.blend_curvature &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.blend_curvature &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.copy.html b/generated/Vertex/cortex.dataset.Vertex.copy.html
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--- a/generated/Vertex/cortex.dataset.Vertex.copy.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Vertex.copy &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.copy &#8212; pycortex 1.2.4 documentation</title>
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.data.html b/generated/Vertex/cortex.dataset.Vertex.data.html
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--- a/generated/Vertex/cortex.dataset.Vertex.data.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Vertex.data &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.data &#8212; pycortex 1.2.4 documentation</title>
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.empty.html b/generated/Vertex/cortex.dataset.Vertex.empty.html
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-    <title>cortex.dataset.Vertex.empty &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.empty &#8212; pycortex 1.2.4 documentation</title>
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+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.exp.html b/generated/Vertex/cortex.dataset.Vertex.exp.html
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--- a/generated/Vertex/cortex.dataset.Vertex.exp.html
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-    <title>cortex.dataset.Vertex.exp &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.exp &#8212; pycortex 1.2.4 documentation</title>
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+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.from_hdf.html b/generated/Vertex/cortex.dataset.Vertex.from_hdf.html
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-    <title>cortex.dataset.Vertex.from_hdf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.from_hdf &#8212; pycortex 1.2.4 documentation</title>
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       &copy;2012, James Gao.
       
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+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.left.html b/generated/Vertex/cortex.dataset.Vertex.left.html
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-    <title>cortex.dataset.Vertex.left &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.left &#8212; pycortex 1.2.4 documentation</title>
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex/cortex.dataset.Vertex.map.html b/generated/Vertex/cortex.dataset.Vertex.map.html
index 60b655a14..2f9c2127a 100644
--- a/generated/Vertex/cortex.dataset.Vertex.map.html
+++ b/generated/Vertex/cortex.dataset.Vertex.map.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Vertex.map &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.map &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -136,7 +136,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex/cortex.dataset.Vertex.name.html b/generated/Vertex/cortex.dataset.Vertex.name.html
index ca07baede..1e3c36788 100644
--- a/generated/Vertex/cortex.dataset.Vertex.name.html
+++ b/generated/Vertex/cortex.dataset.Vertex.name.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex.name &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.name &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -119,7 +119,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex/cortex.dataset.Vertex.priority.html b/generated/Vertex/cortex.dataset.Vertex.priority.html
index cd0fe871e..76cebee9d 100644
--- a/generated/Vertex/cortex.dataset.Vertex.priority.html
+++ b/generated/Vertex/cortex.dataset.Vertex.priority.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex.priority &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.priority &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex/cortex.dataset.Vertex.random.html b/generated/Vertex/cortex.dataset.Vertex.random.html
index 88f201060..c1683d9f5 100644
--- a/generated/Vertex/cortex.dataset.Vertex.random.html
+++ b/generated/Vertex/cortex.dataset.Vertex.random.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex.random &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.random &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -137,7 +137,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex/cortex.dataset.Vertex.raw.html b/generated/Vertex/cortex.dataset.Vertex.raw.html
index 638d165e0..5608b23f1 100644
--- a/generated/Vertex/cortex.dataset.Vertex.raw.html
+++ b/generated/Vertex/cortex.dataset.Vertex.raw.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex.raw &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.raw &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex/cortex.dataset.Vertex.right.html b/generated/Vertex/cortex.dataset.Vertex.right.html
index 7d105e8b1..cd77b7461 100644
--- a/generated/Vertex/cortex.dataset.Vertex.right.html
+++ b/generated/Vertex/cortex.dataset.Vertex.right.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex.right &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.right &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex/cortex.dataset.Vertex.to_json.html b/generated/Vertex/cortex.dataset.Vertex.to_json.html
index 92369e2a7..6a4bb676e 100644
--- a/generated/Vertex/cortex.dataset.Vertex.to_json.html
+++ b/generated/Vertex/cortex.dataset.Vertex.to_json.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex.to_json &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.to_json &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.uniques.html b/generated/Vertex/cortex.dataset.Vertex.uniques.html
index 342668816..ca1301c97 100644
--- a/generated/Vertex/cortex.dataset.Vertex.uniques.html
+++ b/generated/Vertex/cortex.dataset.Vertex.uniques.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex.uniques &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.uniques &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.vertices.html b/generated/Vertex/cortex.dataset.Vertex.vertices.html
index 6087d4caf..612e6b5d1 100644
--- a/generated/Vertex/cortex.dataset.Vertex.vertices.html
+++ b/generated/Vertex/cortex.dataset.Vertex.vertices.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex.vertices &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.vertices &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex/cortex.dataset.Vertex.volume.html b/generated/Vertex/cortex.dataset.Vertex.volume.html
index 7832208e3..8888340b7 100644
--- a/generated/Vertex/cortex.dataset.Vertex.volume.html
+++ b/generated/Vertex/cortex.dataset.Vertex.volume.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex.volume &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex.volume &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -140,7 +140,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex2D/cortex.dataset.Vertex2D.__init__.html b/generated/Vertex2D/cortex.dataset.Vertex2D.__init__.html
index 9e2ea08b9..3ac300d8d 100644
--- a/generated/Vertex2D/cortex.dataset.Vertex2D.__init__.html
+++ b/generated/Vertex2D/cortex.dataset.Vertex2D.__init__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex2D.__init__ &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D.__init__ &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex2D/cortex.dataset.Vertex2D.blend_curvature.html b/generated/Vertex2D/cortex.dataset.Vertex2D.blend_curvature.html
index abc91b3a1..27b84a442 100644
--- a/generated/Vertex2D/cortex.dataset.Vertex2D.blend_curvature.html
+++ b/generated/Vertex2D/cortex.dataset.Vertex2D.blend_curvature.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex2D.blend_curvature &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D.blend_curvature &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -145,7 +145,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex2D/cortex.dataset.Vertex2D.copy.html b/generated/Vertex2D/cortex.dataset.Vertex2D.copy.html
index 553bf0111..818a461ce 100644
--- a/generated/Vertex2D/cortex.dataset.Vertex2D.copy.html
+++ b/generated/Vertex2D/cortex.dataset.Vertex2D.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex2D.copy &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D.copy &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex2D/cortex.dataset.Vertex2D.from_hdf.html b/generated/Vertex2D/cortex.dataset.Vertex2D.from_hdf.html
index f1849a3f0..612289777 100644
--- a/generated/Vertex2D/cortex.dataset.Vertex2D.from_hdf.html
+++ b/generated/Vertex2D/cortex.dataset.Vertex2D.from_hdf.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex2D.from_hdf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D.from_hdf &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex2D/cortex.dataset.Vertex2D.priority.html b/generated/Vertex2D/cortex.dataset.Vertex2D.priority.html
index e578719d3..b90fd33bb 100644
--- a/generated/Vertex2D/cortex.dataset.Vertex2D.priority.html
+++ b/generated/Vertex2D/cortex.dataset.Vertex2D.priority.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex2D.priority &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D.priority &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex2D/cortex.dataset.Vertex2D.raw.html b/generated/Vertex2D/cortex.dataset.Vertex2D.raw.html
index 3a666a365..468ee83fc 100644
--- a/generated/Vertex2D/cortex.dataset.Vertex2D.raw.html
+++ b/generated/Vertex2D/cortex.dataset.Vertex2D.raw.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex2D.raw &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D.raw &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex2D/cortex.dataset.Vertex2D.subject.html b/generated/Vertex2D/cortex.dataset.Vertex2D.subject.html
index e3a955f04..65d133ff6 100644
--- a/generated/Vertex2D/cortex.dataset.Vertex2D.subject.html
+++ b/generated/Vertex2D/cortex.dataset.Vertex2D.subject.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex2D.subject &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D.subject &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Vertex2D/cortex.dataset.Vertex2D.to_json.html b/generated/Vertex2D/cortex.dataset.Vertex2D.to_json.html
index 8abd0695b..d9a9a14e0 100644
--- a/generated/Vertex2D/cortex.dataset.Vertex2D.to_json.html
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-    <title>cortex.dataset.Vertex2D.to_json &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D.to_json &#8212; pycortex 1.2.4 documentation</title>
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex2D/cortex.dataset.Vertex2D.uniques.html b/generated/Vertex2D/cortex.dataset.Vertex2D.uniques.html
index 0fac48e60..9cccffb4e 100644
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-    <title>cortex.dataset.Vertex2D.uniques &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D.uniques &#8212; pycortex 1.2.4 documentation</title>
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Vertex2D/cortex.dataset.Vertex2D.vertices.html b/generated/Vertex2D/cortex.dataset.Vertex2D.vertices.html
index 86f805091..c8b8254e4 100644
--- a/generated/Vertex2D/cortex.dataset.Vertex2D.vertices.html
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-    <title>cortex.dataset.Vertex2D.vertices &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D.vertices &#8212; pycortex 1.2.4 documentation</title>
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.__init__.html b/generated/VertexRGB/cortex.dataset.VertexRGB.__init__.html
index c8752b2c4..e0f7f3976 100644
--- a/generated/VertexRGB/cortex.dataset.VertexRGB.__init__.html
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-    <title>cortex.dataset.VertexRGB.__init__ &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.__init__ &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.blend_curvature.html b/generated/VertexRGB/cortex.dataset.VertexRGB.blend_curvature.html
index a26ba4457..5754a5dad 100644
--- a/generated/VertexRGB/cortex.dataset.VertexRGB.blend_curvature.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.VertexRGB.blend_curvature &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.blend_curvature &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.copy.html b/generated/VertexRGB/cortex.dataset.VertexRGB.copy.html
index 8d69c8caf..cc53958b4 100644
--- a/generated/VertexRGB/cortex.dataset.VertexRGB.copy.html
+++ b/generated/VertexRGB/cortex.dataset.VertexRGB.copy.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.VertexRGB.copy &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.copy &#8212; pycortex 1.2.4 documentation</title>
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.from_hdf.html b/generated/VertexRGB/cortex.dataset.VertexRGB.from_hdf.html
index ab9961302..9452e22b9 100644
--- a/generated/VertexRGB/cortex.dataset.VertexRGB.from_hdf.html
+++ b/generated/VertexRGB/cortex.dataset.VertexRGB.from_hdf.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.VertexRGB.from_hdf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.from_hdf &#8212; pycortex 1.2.4 documentation</title>
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.left.html b/generated/VertexRGB/cortex.dataset.VertexRGB.left.html
index d7ca0f224..4c713737b 100644
--- a/generated/VertexRGB/cortex.dataset.VertexRGB.left.html
+++ b/generated/VertexRGB/cortex.dataset.VertexRGB.left.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.VertexRGB.left &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.left &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.name.html b/generated/VertexRGB/cortex.dataset.VertexRGB.name.html
index 236f6c1ce..94f99a48e 100644
--- a/generated/VertexRGB/cortex.dataset.VertexRGB.name.html
+++ b/generated/VertexRGB/cortex.dataset.VertexRGB.name.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VertexRGB.name &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.name &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.priority.html b/generated/VertexRGB/cortex.dataset.VertexRGB.priority.html
index e3fb347a8..d924c860a 100644
--- a/generated/VertexRGB/cortex.dataset.VertexRGB.priority.html
+++ b/generated/VertexRGB/cortex.dataset.VertexRGB.priority.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>cortex.dataset.VertexRGB.priority &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.priority &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.raw.html b/generated/VertexRGB/cortex.dataset.VertexRGB.raw.html
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--- a/generated/VertexRGB/cortex.dataset.VertexRGB.raw.html
+++ b/generated/VertexRGB/cortex.dataset.VertexRGB.raw.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VertexRGB.raw &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.raw &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.right.html b/generated/VertexRGB/cortex.dataset.VertexRGB.right.html
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--- a/generated/VertexRGB/cortex.dataset.VertexRGB.right.html
+++ b/generated/VertexRGB/cortex.dataset.VertexRGB.right.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.VertexRGB.right &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.right &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.to_json.html b/generated/VertexRGB/cortex.dataset.VertexRGB.to_json.html
index b9ac8fd6b..b9f58279d 100644
--- a/generated/VertexRGB/cortex.dataset.VertexRGB.to_json.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.VertexRGB.to_json &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.to_json &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.uniques.html b/generated/VertexRGB/cortex.dataset.VertexRGB.uniques.html
index 8df2fbe27..a06b4a69b 100644
--- a/generated/VertexRGB/cortex.dataset.VertexRGB.uniques.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.VertexRGB.uniques &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.uniques &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VertexRGB/cortex.dataset.VertexRGB.vertices.html b/generated/VertexRGB/cortex.dataset.VertexRGB.vertices.html
index 6ebac58c4..f5de8f5aa 100644
--- a/generated/VertexRGB/cortex.dataset.VertexRGB.vertices.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.VertexRGB.vertices &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB.vertices &#8212; pycortex 1.2.4 documentation</title>
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       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.__init__.html b/generated/Volume/cortex.dataset.Volume.__init__.html
index 9e6520e52..6b2291bd3 100644
--- a/generated/Volume/cortex.dataset.Volume.__init__.html
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@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Volume.__init__ &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.__init__ &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.copy.html b/generated/Volume/cortex.dataset.Volume.copy.html
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-    <title>cortex.dataset.Volume.copy &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.copy &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Volume/cortex.dataset.Volume.data.html b/generated/Volume/cortex.dataset.Volume.data.html
index c9cd3856b..2e97093ac 100644
--- a/generated/Volume/cortex.dataset.Volume.data.html
+++ b/generated/Volume/cortex.dataset.Volume.data.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.data &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.data &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Volume/cortex.dataset.Volume.empty.html b/generated/Volume/cortex.dataset.Volume.empty.html
index f9f120012..d82c4b08a 100644
--- a/generated/Volume/cortex.dataset.Volume.empty.html
+++ b/generated/Volume/cortex.dataset.Volume.empty.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.empty &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.empty &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -140,7 +140,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Volume/cortex.dataset.Volume.exp.html b/generated/Volume/cortex.dataset.Volume.exp.html
index 542686c98..452fa4556 100644
--- a/generated/Volume/cortex.dataset.Volume.exp.html
+++ b/generated/Volume/cortex.dataset.Volume.exp.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.exp &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.exp &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.from_hdf.html b/generated/Volume/cortex.dataset.Volume.from_hdf.html
index 38393e6bd..842b446a4 100644
--- a/generated/Volume/cortex.dataset.Volume.from_hdf.html
+++ b/generated/Volume/cortex.dataset.Volume.from_hdf.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.from_hdf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.from_hdf &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Volume/cortex.dataset.Volume.map.html b/generated/Volume/cortex.dataset.Volume.map.html
index d92c58c7d..d7401b185 100644
--- a/generated/Volume/cortex.dataset.Volume.map.html
+++ b/generated/Volume/cortex.dataset.Volume.map.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.map &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.map &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
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       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.name.html b/generated/Volume/cortex.dataset.Volume.name.html
index 1d50c0b3b..5a541629a 100644
--- a/generated/Volume/cortex.dataset.Volume.name.html
+++ b/generated/Volume/cortex.dataset.Volume.name.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.name &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.name &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.priority.html b/generated/Volume/cortex.dataset.Volume.priority.html
index f8e48b027..ea4e22e8f 100644
--- a/generated/Volume/cortex.dataset.Volume.priority.html
+++ b/generated/Volume/cortex.dataset.Volume.priority.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.priority &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.priority &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.random.html b/generated/Volume/cortex.dataset.Volume.random.html
index 8561846fb..44882f724 100644
--- a/generated/Volume/cortex.dataset.Volume.random.html
+++ b/generated/Volume/cortex.dataset.Volume.random.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.random &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.random &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.raw.html b/generated/Volume/cortex.dataset.Volume.raw.html
index 3bd7dced7..2a29e06f0 100644
--- a/generated/Volume/cortex.dataset.Volume.raw.html
+++ b/generated/Volume/cortex.dataset.Volume.raw.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.raw &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.raw &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.save.html b/generated/Volume/cortex.dataset.Volume.save.html
index c539d04f5..49980e7c5 100644
--- a/generated/Volume/cortex.dataset.Volume.save.html
+++ b/generated/Volume/cortex.dataset.Volume.save.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.save &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.save &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.save_nii.html b/generated/Volume/cortex.dataset.Volume.save_nii.html
index 18c170dac..5735293a6 100644
--- a/generated/Volume/cortex.dataset.Volume.save_nii.html
+++ b/generated/Volume/cortex.dataset.Volume.save_nii.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.save_nii &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.save_nii &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.to_json.html b/generated/Volume/cortex.dataset.Volume.to_json.html
index f4bb9c4d6..e01be7af5 100644
--- a/generated/Volume/cortex.dataset.Volume.to_json.html
+++ b/generated/Volume/cortex.dataset.Volume.to_json.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.to_json &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.to_json &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.uniques.html b/generated/Volume/cortex.dataset.Volume.uniques.html
index 77325b23e..c5d94d45a 100644
--- a/generated/Volume/cortex.dataset.Volume.uniques.html
+++ b/generated/Volume/cortex.dataset.Volume.uniques.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.uniques &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.uniques &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume/cortex.dataset.Volume.volume.html b/generated/Volume/cortex.dataset.Volume.volume.html
index 7128811da..4fdb3ef1e 100644
--- a/generated/Volume/cortex.dataset.Volume.volume.html
+++ b/generated/Volume/cortex.dataset.Volume.volume.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume.volume &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume.volume &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume2D/cortex.dataset.Volume2D.__init__.html b/generated/Volume2D/cortex.dataset.Volume2D.__init__.html
index b4337845f..2e7bc17fe 100644
--- a/generated/Volume2D/cortex.dataset.Volume2D.__init__.html
+++ b/generated/Volume2D/cortex.dataset.Volume2D.__init__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume2D.__init__ &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume2D.__init__ &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Volume2D/cortex.dataset.Volume2D.copy.html b/generated/Volume2D/cortex.dataset.Volume2D.copy.html
index 482e2588d..99b425b3d 100644
--- a/generated/Volume2D/cortex.dataset.Volume2D.copy.html
+++ b/generated/Volume2D/cortex.dataset.Volume2D.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume2D.copy &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume2D.copy &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Volume2D/cortex.dataset.Volume2D.from_hdf.html b/generated/Volume2D/cortex.dataset.Volume2D.from_hdf.html
index 905483513..b028c1c0a 100644
--- a/generated/Volume2D/cortex.dataset.Volume2D.from_hdf.html
+++ b/generated/Volume2D/cortex.dataset.Volume2D.from_hdf.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume2D.from_hdf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume2D.from_hdf &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Volume2D/cortex.dataset.Volume2D.priority.html b/generated/Volume2D/cortex.dataset.Volume2D.priority.html
index 54973ce7f..77c14f038 100644
--- a/generated/Volume2D/cortex.dataset.Volume2D.priority.html
+++ b/generated/Volume2D/cortex.dataset.Volume2D.priority.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>cortex.dataset.Volume2D.priority &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume2D.priority &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Volume2D/cortex.dataset.Volume2D.raw.html b/generated/Volume2D/cortex.dataset.Volume2D.raw.html
index 81a8eabc2..0b87eb2c2 100644
--- a/generated/Volume2D/cortex.dataset.Volume2D.raw.html
+++ b/generated/Volume2D/cortex.dataset.Volume2D.raw.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Volume2D.raw &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume2D.raw &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume2D/cortex.dataset.Volume2D.subject.html b/generated/Volume2D/cortex.dataset.Volume2D.subject.html
index a785a04ae..487a05c51 100644
--- a/generated/Volume2D/cortex.dataset.Volume2D.subject.html
+++ b/generated/Volume2D/cortex.dataset.Volume2D.subject.html
@@ -6,7 +6,7 @@
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-    <title>cortex.dataset.Volume2D.subject &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume2D.subject &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume2D/cortex.dataset.Volume2D.to_json.html b/generated/Volume2D/cortex.dataset.Volume2D.to_json.html
index b3032ae4b..1c2ab85bd 100644
--- a/generated/Volume2D/cortex.dataset.Volume2D.to_json.html
+++ b/generated/Volume2D/cortex.dataset.Volume2D.to_json.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume2D.to_json &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume2D.to_json &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/Volume2D/cortex.dataset.Volume2D.uniques.html b/generated/Volume2D/cortex.dataset.Volume2D.uniques.html
index e6e157abf..0a4d9a2cd 100644
--- a/generated/Volume2D/cortex.dataset.Volume2D.uniques.html
+++ b/generated/Volume2D/cortex.dataset.Volume2D.uniques.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume2D.uniques &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume2D.uniques &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/Volume2D/cortex.dataset.Volume2D.xfmname.html b/generated/Volume2D/cortex.dataset.Volume2D.xfmname.html
index ad896089e..590b9e667 100644
--- a/generated/Volume2D/cortex.dataset.Volume2D.xfmname.html
+++ b/generated/Volume2D/cortex.dataset.Volume2D.xfmname.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume2D.xfmname &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume2D.xfmname &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VolumeRGB/cortex.dataset.VolumeRGB.__init__.html b/generated/VolumeRGB/cortex.dataset.VolumeRGB.__init__.html
index 739522846..8a327495d 100644
--- a/generated/VolumeRGB/cortex.dataset.VolumeRGB.__init__.html
+++ b/generated/VolumeRGB/cortex.dataset.VolumeRGB.__init__.html
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-    <title>cortex.dataset.VolumeRGB.__init__ &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB.__init__ &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VolumeRGB/cortex.dataset.VolumeRGB.color_voxels.html b/generated/VolumeRGB/cortex.dataset.VolumeRGB.color_voxels.html
index 12360727a..5aa284061 100644
--- a/generated/VolumeRGB/cortex.dataset.VolumeRGB.color_voxels.html
+++ b/generated/VolumeRGB/cortex.dataset.VolumeRGB.color_voxels.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VolumeRGB.color_voxels &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB.color_voxels &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VolumeRGB/cortex.dataset.VolumeRGB.copy.html b/generated/VolumeRGB/cortex.dataset.VolumeRGB.copy.html
index 179a77950..77c0c8578 100644
--- a/generated/VolumeRGB/cortex.dataset.VolumeRGB.copy.html
+++ b/generated/VolumeRGB/cortex.dataset.VolumeRGB.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VolumeRGB.copy &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB.copy &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VolumeRGB/cortex.dataset.VolumeRGB.from_hdf.html b/generated/VolumeRGB/cortex.dataset.VolumeRGB.from_hdf.html
index 1460b2844..463af35ec 100644
--- a/generated/VolumeRGB/cortex.dataset.VolumeRGB.from_hdf.html
+++ b/generated/VolumeRGB/cortex.dataset.VolumeRGB.from_hdf.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VolumeRGB.from_hdf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB.from_hdf &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VolumeRGB/cortex.dataset.VolumeRGB.name.html b/generated/VolumeRGB/cortex.dataset.VolumeRGB.name.html
index b1bafc34a..53fc005c6 100644
--- a/generated/VolumeRGB/cortex.dataset.VolumeRGB.name.html
+++ b/generated/VolumeRGB/cortex.dataset.VolumeRGB.name.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VolumeRGB.name &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB.name &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VolumeRGB/cortex.dataset.VolumeRGB.priority.html b/generated/VolumeRGB/cortex.dataset.VolumeRGB.priority.html
index cac6bd464..ea9d10895 100644
--- a/generated/VolumeRGB/cortex.dataset.VolumeRGB.priority.html
+++ b/generated/VolumeRGB/cortex.dataset.VolumeRGB.priority.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VolumeRGB.priority &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB.priority &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VolumeRGB/cortex.dataset.VolumeRGB.raw.html b/generated/VolumeRGB/cortex.dataset.VolumeRGB.raw.html
index 641b464ac..c6b0310ac 100644
--- a/generated/VolumeRGB/cortex.dataset.VolumeRGB.raw.html
+++ b/generated/VolumeRGB/cortex.dataset.VolumeRGB.raw.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VolumeRGB.raw &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB.raw &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VolumeRGB/cortex.dataset.VolumeRGB.to_json.html b/generated/VolumeRGB/cortex.dataset.VolumeRGB.to_json.html
index 84621686d..d36da7eeb 100644
--- a/generated/VolumeRGB/cortex.dataset.VolumeRGB.to_json.html
+++ b/generated/VolumeRGB/cortex.dataset.VolumeRGB.to_json.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VolumeRGB.to_json &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB.to_json &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/VolumeRGB/cortex.dataset.VolumeRGB.uniques.html b/generated/VolumeRGB/cortex.dataset.VolumeRGB.uniques.html
index ba547911b..188ac488c 100644
--- a/generated/VolumeRGB/cortex.dataset.VolumeRGB.uniques.html
+++ b/generated/VolumeRGB/cortex.dataset.VolumeRGB.uniques.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VolumeRGB.uniques &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB.uniques &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/VolumeRGB/cortex.dataset.VolumeRGB.volume.html b/generated/VolumeRGB/cortex.dataset.VolumeRGB.volume.html
index 2a9db1ca6..60665d5ab 100644
--- a/generated/VolumeRGB/cortex.dataset.VolumeRGB.volume.html
+++ b/generated/VolumeRGB/cortex.dataset.VolumeRGB.volume.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VolumeRGB.volume &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB.volume &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/cortex.align.automatic.html b/generated/cortex.align.automatic.html
index 5d721398e..87e7503b3 100644
--- a/generated/cortex.align.automatic.html
+++ b/generated/cortex.align.automatic.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.align.automatic &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.align.automatic &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
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       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/generated/cortex.align.autotweak.html b/generated/cortex.align.autotweak.html
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--- a/generated/cortex.align.autotweak.html
+++ b/generated/cortex.align.autotweak.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.align.autotweak &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.align.autotweak &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -130,7 +130,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.align.manual.html b/generated/cortex.align.manual.html
index ecaf5ac30..1e4bcf4a6 100644
--- a/generated/cortex.align.manual.html
+++ b/generated/cortex.align.manual.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.align.manual &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.align.manual &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -39,34 +39,55 @@
 <h1>cortex.align.manual<a class="headerlink" href="#cortex-align-manual" title="Permalink to this headline">¶</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="cortex.align.manual">
-<span class="sig-prename descclassname"><span class="pre">cortex.align.</span></span><span class="sig-name descname"><span class="pre">manual</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">subject</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">xfmname</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reference</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/cortex/align.html#manual"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#cortex.align.manual" title="Permalink to this definition">¶</a></dt>
-<dd><p>Open GUI for manually aligning a functional volume to the cortical surface for <cite>subject</cite>. This
-creates a new transform called <cite>xfm</cite>. The name of a nibabel-readable file (e.g. nii) should be
+<span class="sig-prename descclassname"><span class="pre">cortex.align.</span></span><span class="sig-name descname"><span class="pre">manual</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">subject</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">xfmname</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'register.lta'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">wm_color</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'yellow'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pial_color</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'blue'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">wm_surface</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'white'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">noclean</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reference</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inspect_only</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/cortex/align.html#manual"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#cortex.align.manual" title="Permalink to this definition">¶</a></dt>
+<dd><p>Open Freesurfer FreeView GUI for manually aligning/adjusting a functional
+volume to the cortical surface for <cite>subject</cite>. This creates a new transform
+called <cite>xfmname</cite>. The name of a nibabel-readable file (e.g. NIfTI) should be
 supplied as <cite>reference</cite>. This image will be copied into the database.</p>
-<p>To modify an existing functional-anatomical transform, <cite>reference</cite> can be left blank, and the
-previously used reference will be loaded.</p>
-<p>&lt;&lt;ADD DETAILS ABOUT TRANSFORMATION MATRIX FORMAT HERE&gt;&gt;</p>
-<p>When the GUI is closed, the transform will be saved into the pycortex database. The GUI requires
-Mayavi support.</p>
+<p>IMPORTANT: This function assumes that the resulting .lta file is saved as:
+“{default folder chosen by FreeView (should be /tmp/fsalign_xxx)}/{output_name}”.</p>
+<p>NOTE: Half-fixed some potential bugs in here, related to assumptions about how 
+results from mri_info calls would be formatted. IFF .dat files are written
+based on nii files that have been stripped of their headers, then there will 
+be an extra line at the top stating that the coordinates are assumed to be in mm.
+Without this line, the code here fails. Seems brittle, ripe for future bugs.</p>
+<p>ALSO: all the freesurfer environment stuff shouldn’t be necessary, except that
+I don’t know what vox2ras-tkr is doing.</p>
+<p>Renamed from fs_manual() to manual(), since old manual() function was no longer 
+supported (or functional) for a while due to changes in mayavi.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><dl class="simple">
 <dt><strong>subject</strong><span class="classifier">str</span></dt><dd><p>Subject identifier.</p>
 </dd>
-<dt><strong>xfmname</strong><span class="classifier">str</span></dt><dd><p>String identifying the transform to be created or loaded.</p>
+<dt><strong>xfmname</strong><span class="classifier">str</span></dt><dd><p>The name of the transform to be modified.</p>
 </dd>
-<dt><strong>reference</strong><span class="classifier">str, optional</span></dt><dd><p>Path to a nibabel-readable image that will be used as the reference for this transform.
-If given the default value of None, this function will attempt to load an existing reference
-image from the database.</p>
+<dt><strong>output_name</strong><span class="classifier">str</span></dt><dd><p>The name of the .lta file generated after FreeView editing.</p>
 </dd>
-<dt><strong>kwargs</strong><span class="classifier">dict</span></dt><dd><p>Passed to mayavi_aligner.get_aligner.</p>
+<dt><strong>wm_color</strong><span class="classifier">str | “blue”</span></dt><dd><p>Color of the white matter surface. Default is “blue”. This can
+also be adjusted in the FreeView GUI.</p>
+</dd>
+<dt><strong>pial_color</strong><span class="classifier">str | “red”</span></dt><dd><p>Color of the pial surface. Default is “red”. This can also be adjusted
+the FreeView GUI.</p>
+</dd>
+<dt><strong>noclean</strong><span class="classifier">boolean | False</span></dt><dd><p>If True, intermediate files will not be removed from /tmp/fsalign_xxx
+(this is useful for debugging things), and the returned value will be
+the name of the temp directory. Default False.</p>
+</dd>
+<dt><strong>reference</strong><span class="classifier">str</span></dt><dd><p>name of reference (generally, functional) volume. Only provide this if
+you are working from scratch (if no transform exists already), else
+it will throw an error.</p>
+</dd>
+<dt><strong>inspect_only</strong><span class="classifier">boolean | False</span></dt><dd><p>Whether to open transform to view only (if True, nothing is saved
+when freeview is closed)</p>
+</dd>
+<dt><strong>wm_surface</strong><span class="classifier">string</span></dt><dd><p>name for white matter surface to use. ‘white’ or ‘smoothwm’</p>
 </dd>
 </dl>
 </dd>
 <dt class="field-even">Returns</dt>
 <dd class="field-even"><dl class="simple">
-<dt><strong>m</strong><span class="classifier">2D ndarray, shape (4, 4)</span></dt><dd><p>Transformation matrix.</p>
-</dd>
+<dt>Nothing unless noclean is true.</dt><dd></dd>
 </dl>
 </dd>
 </dl>
@@ -147,7 +168,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.anat.brainmask.html b/generated/cortex.anat.brainmask.html
index fc7cad548..b7b3401d1 100644
--- a/generated/cortex.anat.brainmask.html
+++ b/generated/cortex.anat.brainmask.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.anat.brainmask &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.anat.brainmask &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.anat.voxelize.html b/generated/cortex.anat.voxelize.html
index f378c76dc..c3957e34e 100644
--- a/generated/cortex.anat.voxelize.html
+++ b/generated/cortex.anat.voxelize.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.anat.voxelize &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.anat.voxelize &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.anat.whitematter.html b/generated/cortex.anat.whitematter.html
index 3e1642c77..bbb69dce2 100644
--- a/generated/cortex.anat.whitematter.html
+++ b/generated/cortex.anat.whitematter.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.anat.whitematter &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.anat.whitematter &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.database.Database.html b/generated/cortex.database.Database.html
index fa1c84c95..cc44350df 100644
--- a/generated/cortex.database.Database.html
+++ b/generated/cortex.database.Database.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.database.Database &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.database.Database &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -49,7 +49,7 @@ <h1>cortex.database.Database<a class="headerlink" href="#cortex-database-databas
 </dd>
 </dl>
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -118,7 +118,7 @@ <h1>cortex.database.Database<a class="headerlink" href="#cortex-database-databas
 </tbody>
 </table>
 <p class="rubric">Attributes</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -206,7 +206,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.dataset.Dataset.html b/generated/cortex.dataset.Dataset.html
index ad7476d28..90de34093 100644
--- a/generated/cortex.dataset.Dataset.html
+++ b/generated/cortex.dataset.Dataset.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Dataset &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Dataset &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -45,7 +45,7 @@ <h1>cortex.dataset.Dataset<a class="headerlink" href="#cortex-dataset-dataset" t
 <cite>cortex.webshow</cite>, it will automatically be converted into a <cite>Dataset</cite>.</p>
 <p>All kwargs should be <cite>BrainData</cite> or <cite>Dataset</cite> objects.</p>
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -160,7 +160,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.dataset.Vertex.html b/generated/cortex.dataset.Vertex.html
index 751ff3d1d..5350299de 100644
--- a/generated/cortex.dataset.Vertex.html
+++ b/generated/cortex.dataset.Vertex.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -69,7 +69,7 @@ <h1>cortex.dataset.Vertex<a class="headerlink" href="#cortex-dataset-vertex" tit
 </dd>
 </dl>
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -111,7 +111,7 @@ <h1>cortex.dataset.Vertex<a class="headerlink" href="#cortex-dataset-vertex" tit
 </tbody>
 </table>
 <p class="rubric">Attributes</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -217,7 +217,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.dataset.Vertex2D.html b/generated/cortex.dataset.Vertex2D.html
index e972a70b3..d73d26aac 100644
--- a/generated/cortex.dataset.Vertex2D.html
+++ b/generated/cortex.dataset.Vertex2D.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Vertex2D &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Vertex2D &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -73,7 +73,7 @@ <h1>cortex.dataset.Vertex2D<a class="headerlink" href="#cortex-dataset-vertex2d"
 </dd>
 </dl>
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -100,7 +100,7 @@ <h1>cortex.dataset.Vertex2D<a class="headerlink" href="#cortex-dataset-vertex2d"
 </tbody>
 </table>
 <p class="rubric">Attributes</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -197,7 +197,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.dataset.VertexRGB.html b/generated/cortex.dataset.VertexRGB.html
index 2303124d8..4c348f8aa 100644
--- a/generated/cortex.dataset.VertexRGB.html
+++ b/generated/cortex.dataset.VertexRGB.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VertexRGB &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VertexRGB &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -76,7 +76,7 @@ <h1>cortex.dataset.VertexRGB<a class="headerlink" href="#cortex-dataset-vertexrg
 </dd>
 </dl>
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -103,7 +103,7 @@ <h1>cortex.dataset.VertexRGB<a class="headerlink" href="#cortex-dataset-vertexrg
 </tbody>
 </table>
 <p class="rubric">Attributes</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -206,7 +206,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.dataset.Volume.html b/generated/cortex.dataset.Volume.html
index bb934a9ec..b5cc426b2 100644
--- a/generated/cortex.dataset.Volume.html
+++ b/generated/cortex.dataset.Volume.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -76,7 +76,7 @@ <h1>cortex.dataset.Volume<a class="headerlink" href="#cortex-dataset-volume" tit
 </dd>
 </dl>
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -118,7 +118,7 @@ <h1>cortex.dataset.Volume<a class="headerlink" href="#cortex-dataset-volume" tit
 </tbody>
 </table>
 <p class="rubric">Attributes</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -218,7 +218,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.dataset.Volume2D.html b/generated/cortex.dataset.Volume2D.html
index 15ee9cadb..a48bad554 100644
--- a/generated/cortex.dataset.Volume2D.html
+++ b/generated/cortex.dataset.Volume2D.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.Volume2D &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.Volume2D &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -76,7 +76,7 @@ <h1>cortex.dataset.Volume2D<a class="headerlink" href="#cortex-dataset-volume2d"
 </dd>
 </dl>
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -100,7 +100,7 @@ <h1>cortex.dataset.Volume2D<a class="headerlink" href="#cortex-dataset-volume2d"
 </tbody>
 </table>
 <p class="rubric">Attributes</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -197,7 +197,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.dataset.VolumeRGB.html b/generated/cortex.dataset.VolumeRGB.html
index 34a3dd3ba..459971c8a 100644
--- a/generated/cortex.dataset.VolumeRGB.html
+++ b/generated/cortex.dataset.VolumeRGB.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.dataset.VolumeRGB &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.dataset.VolumeRGB &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -103,7 +103,7 @@ <h1>cortex.dataset.VolumeRGB<a class="headerlink" href="#cortex-dataset-volumerg
 </dd>
 </dl>
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -130,7 +130,7 @@ <h1>cortex.dataset.VolumeRGB<a class="headerlink" href="#cortex-dataset-volumerg
 </tbody>
 </table>
 <p class="rubric">Attributes</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -227,7 +227,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.SpringLayout.html b/generated/cortex.freesurfer.SpringLayout.html
index 6adf0dff9..0bb3e36e5 100644
--- a/generated/cortex.freesurfer.SpringLayout.html
+++ b/generated/cortex.freesurfer.SpringLayout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.SpringLayout &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.SpringLayout &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -46,7 +46,7 @@ <h1>cortex.freesurfer.SpringLayout<a class="headerlink" href="#cortex-freesurfer
 <dd></dd></dl>
 
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -143,7 +143,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.autorecon.html b/generated/cortex.freesurfer.autorecon.html
index 59e605a73..f3abded67 100644
--- a/generated/cortex.freesurfer.autorecon.html
+++ b/generated/cortex.freesurfer.autorecon.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.autorecon &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.autorecon &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -128,7 +128,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.flatten.html b/generated/cortex.freesurfer.flatten.html
index 94c4bc4c4..9064f194a 100644
--- a/generated/cortex.freesurfer.flatten.html
+++ b/generated/cortex.freesurfer.flatten.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.flatten &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.flatten &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -145,7 +145,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.get_curv.html b/generated/cortex.freesurfer.get_curv.html
index 5bb44e845..b1361ec64 100644
--- a/generated/cortex.freesurfer.get_curv.html
+++ b/generated/cortex.freesurfer.get_curv.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.get_curv &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.get_curv &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -133,7 +133,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.get_paths.html b/generated/cortex.freesurfer.get_paths.html
index 3dcc03161..c26448608 100644
--- a/generated/cortex.freesurfer.get_paths.html
+++ b/generated/cortex.freesurfer.get_paths.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.get_paths &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.get_paths &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -134,7 +134,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.get_surf.html b/generated/cortex.freesurfer.get_surf.html
index 47e66cbc7..9529c9f4c 100644
--- a/generated/cortex.freesurfer.get_surf.html
+++ b/generated/cortex.freesurfer.get_surf.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.get_surf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.get_surf &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.import_flat.html b/generated/cortex.freesurfer.import_flat.html
index 0fec327d9..c7a628629 100644
--- a/generated/cortex.freesurfer.import_flat.html
+++ b/generated/cortex.freesurfer.import_flat.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.import_flat &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.import_flat &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -142,7 +142,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.import_subj.html b/generated/cortex.freesurfer.import_subj.html
index 359a96996..23073c00b 100644
--- a/generated/cortex.freesurfer.import_subj.html
+++ b/generated/cortex.freesurfer.import_subj.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.import_subj &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.import_subj &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -141,7 +141,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.make_fiducial.html b/generated/cortex.freesurfer.make_fiducial.html
index 97538a624..0a5fe829f 100644
--- a/generated/cortex.freesurfer.make_fiducial.html
+++ b/generated/cortex.freesurfer.make_fiducial.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.make_fiducial &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.make_fiducial &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.parse_curv.html b/generated/cortex.freesurfer.parse_curv.html
index 4b2caf045..0212a6e1f 100644
--- a/generated/cortex.freesurfer.parse_curv.html
+++ b/generated/cortex.freesurfer.parse_curv.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.parse_curv &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.parse_curv &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.parse_patch.html b/generated/cortex.freesurfer.parse_patch.html
index f08505457..bf5b5b072 100644
--- a/generated/cortex.freesurfer.parse_patch.html
+++ b/generated/cortex.freesurfer.parse_patch.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.parse_patch &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.parse_patch &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.parse_surf.html b/generated/cortex.freesurfer.parse_surf.html
index 1b31fb7b2..93b76c85b 100644
--- a/generated/cortex.freesurfer.parse_surf.html
+++ b/generated/cortex.freesurfer.parse_surf.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.parse_surf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.parse_surf &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.read_dot.html b/generated/cortex.freesurfer.read_dot.html
index 5b04e5294..a05507aad 100644
--- a/generated/cortex.freesurfer.read_dot.html
+++ b/generated/cortex.freesurfer.read_dot.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.read_dot &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.read_dot &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.show_surf.html b/generated/cortex.freesurfer.show_surf.html
index aaa55554a..22dc7fc67 100644
--- a/generated/cortex.freesurfer.show_surf.html
+++ b/generated/cortex.freesurfer.show_surf.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.show_surf &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.show_surf &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -132,7 +132,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.stretch_mwall.html b/generated/cortex.freesurfer.stretch_mwall.html
index a88783cbe..7c368863f 100644
--- a/generated/cortex.freesurfer.stretch_mwall.html
+++ b/generated/cortex.freesurfer.stretch_mwall.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.stretch_mwall &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.stretch_mwall &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.write_decimated.html b/generated/cortex.freesurfer.write_decimated.html
index 1640f60cb..480441d29 100644
--- a/generated/cortex.freesurfer.write_decimated.html
+++ b/generated/cortex.freesurfer.write_decimated.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.write_decimated &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.write_decimated &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.freesurfer.write_dot.html b/generated/cortex.freesurfer.write_dot.html
index 2d1263297..cf5a46abb 100644
--- a/generated/cortex.freesurfer.write_dot.html
+++ b/generated/cortex.freesurfer.write_dot.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.freesurfer.write_dot &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.freesurfer.write_dot &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.mapper.Mapper.html b/generated/cortex.mapper.Mapper.html
index 7f18c3f45..0fce7df49 100644
--- a/generated/cortex.mapper.Mapper.html
+++ b/generated/cortex.mapper.Mapper.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.mapper.Mapper &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.mapper.Mapper &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -47,7 +47,7 @@ <h1>cortex.mapper.Mapper<a class="headerlink" href="#cortex-mapper-mapper" title
 <dd></dd></dl>
 
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -65,7 +65,7 @@ <h1>cortex.mapper.Mapper<a class="headerlink" href="#cortex-mapper-mapper" title
 </tbody>
 </table>
 <p class="rubric">Attributes</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -156,7 +156,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.mapper.get_mapper.html b/generated/cortex.mapper.get_mapper.html
index f163da115..666a9898c 100644
--- a/generated/cortex.mapper.get_mapper.html
+++ b/generated/cortex.mapper.get_mapper.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.mapper.get_mapper &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.mapper.get_mapper &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.mni.compute_mni_transform.html b/generated/cortex.mni.compute_mni_transform.html
index 480a0f0e0..cdce1ef2a 100644
--- a/generated/cortex.mni.compute_mni_transform.html
+++ b/generated/cortex.mni.compute_mni_transform.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.mni.compute_mni_transform &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.mni.compute_mni_transform &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -136,7 +136,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.mni.transform_mni_to_subject.html b/generated/cortex.mni.transform_mni_to_subject.html
index c5e05cb21..f4f7a3d8b 100644
--- a/generated/cortex.mni.transform_mni_to_subject.html
+++ b/generated/cortex.mni.transform_mni_to_subject.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.mni.transform_mni_to_subject &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.mni.transform_mni_to_subject &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -142,7 +142,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.mni.transform_surface_to_mni.html b/generated/cortex.mni.transform_surface_to_mni.html
index 064559726..6fe752069 100644
--- a/generated/cortex.mni.transform_surface_to_mni.html
+++ b/generated/cortex.mni.transform_surface_to_mni.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.mni.transform_surface_to_mni &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.mni.transform_surface_to_mni &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -135,7 +135,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.mni.transform_to_mni.html b/generated/cortex.mni.transform_to_mni.html
index 30b980de1..25cb66164 100644
--- a/generated/cortex.mni.transform_to_mni.html
+++ b/generated/cortex.mni.transform_to_mni.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.mni.transform_to_mni &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.mni.transform_to_mni &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -139,7 +139,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.polyutils.Distortion.html b/generated/cortex.polyutils.Distortion.html
index bcad031e0..538f32f25 100644
--- a/generated/cortex.polyutils.Distortion.html
+++ b/generated/cortex.polyutils.Distortion.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.polyutils.Distortion &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Distortion &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -55,7 +55,7 @@ <h1>cortex.polyutils.Distortion<a class="headerlink" href="#cortex-polyutils-dis
 </dd>
 </dl>
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -67,7 +67,7 @@ <h1>cortex.polyutils.Distortion<a class="headerlink" href="#cortex-polyutils-dis
 </tbody>
 </table>
 <p class="rubric">Attributes</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -158,7 +158,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.polyutils.Surface.html b/generated/cortex.polyutils.Surface.html
index 66f8989e4..6d6e62488 100644
--- a/generated/cortex.polyutils.Surface.html
+++ b/generated/cortex.polyutils.Surface.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.polyutils.Surface &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.polyutils.Surface &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -55,7 +55,7 @@ <h1>cortex.polyutils.Surface<a class="headerlink" href="#cortex-polyutils-surfac
 </dd>
 </dl>
 <p class="rubric">Methods</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -145,7 +145,7 @@ <h1>cortex.polyutils.Surface<a class="headerlink" href="#cortex-polyutils-surfac
 </tbody>
 </table>
 <p class="rubric">Attributes</p>
-<table class="longtable docutils align-default">
+<table class="autosummary longtable docutils align-default">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
@@ -281,7 +281,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.quickflat.make_figure.html b/generated/cortex.quickflat.make_figure.html
index eddb5fd80..da360fe64 100644
--- a/generated/cortex.quickflat.make_figure.html
+++ b/generated/cortex.quickflat.make_figure.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.quickflat.make_figure &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.quickflat.make_figure &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -201,7 +201,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.quickflat.make_png.html b/generated/cortex.quickflat.make_png.html
index 40bdc95cf..48a775592 100644
--- a/generated/cortex.quickflat.make_png.html
+++ b/generated/cortex.quickflat.make_png.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.quickflat.make_png &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.quickflat.make_png &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -169,7 +169,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.quickflat.make_svg.html b/generated/cortex.quickflat.make_svg.html
index dbc911f15..3539c5154 100644
--- a/generated/cortex.quickflat.make_svg.html
+++ b/generated/cortex.quickflat.make_svg.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.quickflat.make_svg &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.quickflat.make_svg &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -148,7 +148,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.segment.cut_surface.html b/generated/cortex.segment.cut_surface.html
index 1f08ab87c..dbaa12ea4 100644
--- a/generated/cortex.segment.cut_surface.html
+++ b/generated/cortex.segment.cut_surface.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.segment.cut_surface &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.segment.cut_surface &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -157,7 +157,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.segment.fix_pia.html b/generated/cortex.segment.fix_pia.html
index 907a214b9..1a45815fc 100644
--- a/generated/cortex.segment.fix_pia.html
+++ b/generated/cortex.segment.fix_pia.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.segment.fix_pia &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.segment.fix_pia &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -135,7 +135,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.segment.fix_wm.html b/generated/cortex.segment.fix_wm.html
index 25df23d23..95ff11940 100644
--- a/generated/cortex.segment.fix_wm.html
+++ b/generated/cortex.segment.fix_wm.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.segment.fix_wm &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.segment.fix_wm &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -135,7 +135,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.segment.init_subject.html b/generated/cortex.segment.init_subject.html
index 804a373b3..b004a8572 100644
--- a/generated/cortex.segment.init_subject.html
+++ b/generated/cortex.segment.init_subject.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.segment.init_subject &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.segment.init_subject &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -144,7 +144,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.surfinfo.curvature.html b/generated/cortex.surfinfo.curvature.html
index f66dc4f5a..9c2a678c7 100644
--- a/generated/cortex.surfinfo.curvature.html
+++ b/generated/cortex.surfinfo.curvature.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.surfinfo.curvature &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.surfinfo.curvature &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -131,7 +131,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.surfinfo.distortion.html b/generated/cortex.surfinfo.distortion.html
index fc25ec1af..25eab30f8 100644
--- a/generated/cortex.surfinfo.distortion.html
+++ b/generated/cortex.surfinfo.distortion.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.surfinfo.distortion &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.surfinfo.distortion &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -141,7 +141,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.surfinfo.flat_border.html b/generated/cortex.surfinfo.flat_border.html
index a6dea2609..fdb815010 100644
--- a/generated/cortex.surfinfo.flat_border.html
+++ b/generated/cortex.surfinfo.flat_border.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.surfinfo.flat_border &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.surfinfo.flat_border &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.surfinfo.thickness.html b/generated/cortex.surfinfo.thickness.html
index 3f405c25d..dc59204d4 100644
--- a/generated/cortex.surfinfo.thickness.html
+++ b/generated/cortex.surfinfo.thickness.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.surfinfo.thickness &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.surfinfo.thickness &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -132,7 +132,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.surfinfo.tissots_indicatrix.html b/generated/cortex.surfinfo.tissots_indicatrix.html
index b05a1bb81..6a41d854b 100644
--- a/generated/cortex.surfinfo.tissots_indicatrix.html
+++ b/generated/cortex.surfinfo.tissots_indicatrix.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.surfinfo.tissots_indicatrix &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.surfinfo.tissots_indicatrix &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -136,7 +136,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.add_roi.html b/generated/cortex.utils.add_roi.html
index 7c243c645..b6c31496f 100644
--- a/generated/cortex.utils.add_roi.html
+++ b/generated/cortex.utils.add_roi.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.add_roi &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.add_roi &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -148,7 +148,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.anat2epispace.html b/generated/cortex.utils.anat2epispace.html
index 07ae99c5e..56174a58a 100644
--- a/generated/cortex.utils.anat2epispace.html
+++ b/generated/cortex.utils.anat2epispace.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.anat2epispace &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.anat2epispace &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -138,7 +138,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_aseg_mask.html b/generated/cortex.utils.get_aseg_mask.html
index b8d1cf7c7..434b6414b 100644
--- a/generated/cortex.utils.get_aseg_mask.html
+++ b/generated/cortex.utils.get_aseg_mask.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.get_aseg_mask &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_aseg_mask &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -157,7 +157,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_cmap.html b/generated/cortex.utils.get_cmap.html
index 64e28f051..87b7523ef 100644
--- a/generated/cortex.utils.get_cmap.html
+++ b/generated/cortex.utils.get_cmap.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.get_cmap &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_cmap &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -132,7 +132,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_cortical_mask.html b/generated/cortex.utils.get_cortical_mask.html
index b2a2e6664..0e165f932 100644
--- a/generated/cortex.utils.get_cortical_mask.html
+++ b/generated/cortex.utils.get_cortical_mask.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.get_cortical_mask &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_cortical_mask &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -140,7 +140,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_ctmmap.html b/generated/cortex.utils.get_ctmmap.html
index 5f79bdf15..a422be887 100644
--- a/generated/cortex.utils.get_ctmmap.html
+++ b/generated/cortex.utils.get_ctmmap.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.get_ctmmap &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_ctmmap &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -131,7 +131,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_ctmpack.html b/generated/cortex.utils.get_ctmpack.html
index 8fc22e892..866a277d0 100644
--- a/generated/cortex.utils.get_ctmpack.html
+++ b/generated/cortex.utils.get_ctmpack.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.get_ctmpack &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_ctmpack &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -153,7 +153,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_dropout.html b/generated/cortex.utils.get_dropout.html
index 95b2c4fc9..25cbc6894 100644
--- a/generated/cortex.utils.get_dropout.html
+++ b/generated/cortex.utils.get_dropout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.get_dropout &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_dropout &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -136,7 +136,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_hemi_masks.html b/generated/cortex.utils.get_hemi_masks.html
index b87193175..0050585cb 100644
--- a/generated/cortex.utils.get_hemi_masks.html
+++ b/generated/cortex.utils.get_hemi_masks.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.get_hemi_masks &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_hemi_masks &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -132,7 +132,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_roi_mask.html b/generated/cortex.utils.get_roi_mask.html
index 34f16a486..47e07a17a 100644
--- a/generated/cortex.utils.get_roi_mask.html
+++ b/generated/cortex.utils.get_roi_mask.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.get_roi_mask &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_roi_mask &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -137,7 +137,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_roi_masks.html b/generated/cortex.utils.get_roi_masks.html
index 50490153c..423b8e45d 100644
--- a/generated/cortex.utils.get_roi_masks.html
+++ b/generated/cortex.utils.get_roi_masks.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.get_roi_masks &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_roi_masks &#8212; pycortex 1.2.4 documentation</title>
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     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -206,7 +206,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_roi_verts.html b/generated/cortex.utils.get_roi_verts.html
index 21fd22e84..d670cd595 100644
--- a/generated/cortex.utils.get_roi_verts.html
+++ b/generated/cortex.utils.get_roi_verts.html
@@ -6,7 +6,7 @@
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-    <title>cortex.utils.get_roi_verts &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_roi_verts &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -140,7 +140,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.get_vox_dist.html b/generated/cortex.utils.get_vox_dist.html
index fd75b1701..31b04179d 100644
--- a/generated/cortex.utils.get_vox_dist.html
+++ b/generated/cortex.utils.get_vox_dist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.get_vox_dist &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.get_vox_dist &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -143,7 +143,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.make_movie.html b/generated/cortex.utils.make_movie.html
index db9e7d056..fb0245032 100644
--- a/generated/cortex.utils.make_movie.html
+++ b/generated/cortex.utils.make_movie.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.make_movie &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.make_movie &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -134,7 +134,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.utils.vertex_to_voxel.html b/generated/cortex.utils.vertex_to_voxel.html
index 1fb66b507..b5a611a54 100644
--- a/generated/cortex.utils.vertex_to_voxel.html
+++ b/generated/cortex.utils.vertex_to_voxel.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.utils.vertex_to_voxel &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.utils.vertex_to_voxel &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -127,7 +127,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.volume.anat2epispace.html b/generated/cortex.volume.anat2epispace.html
index c01f7e034..9e75504cd 100644
--- a/generated/cortex.volume.anat2epispace.html
+++ b/generated/cortex.volume.anat2epispace.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.volume.anat2epispace &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.volume.anat2epispace &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -138,7 +138,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.volume.anat2epispace_fsl.html b/generated/cortex.volume.anat2epispace_fsl.html
index 63ab47157..50817b722 100644
--- a/generated/cortex.volume.anat2epispace_fsl.html
+++ b/generated/cortex.volume.anat2epispace_fsl.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.volume.anat2epispace_fsl &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.volume.anat2epispace_fsl &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -119,7 +119,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.volume.epi2anatspace.html b/generated/cortex.volume.epi2anatspace.html
index 4dc06f9dc..4652c76a7 100644
--- a/generated/cortex.volume.epi2anatspace.html
+++ b/generated/cortex.volume.epi2anatspace.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.volume.epi2anatspace &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.volume.epi2anatspace &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -134,7 +134,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.volume.epi2anatspace_fsl.html b/generated/cortex.volume.epi2anatspace_fsl.html
index 3a2dfa260..d48fd580f 100644
--- a/generated/cortex.volume.epi2anatspace_fsl.html
+++ b/generated/cortex.volume.epi2anatspace_fsl.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.volume.epi2anatspace_fsl &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.volume.epi2anatspace_fsl &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -119,7 +119,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.volume.mosaic.html b/generated/cortex.volume.mosaic.html
index eb5ec8102..d6e6c56f6 100644
--- a/generated/cortex.volume.mosaic.html
+++ b/generated/cortex.volume.mosaic.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.volume.mosaic &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.volume.mosaic &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -131,7 +131,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.volume.show_glass.html b/generated/cortex.volume.show_glass.html
index c6e0d0b28..60e9025dc 100644
--- a/generated/cortex.volume.show_glass.html
+++ b/generated/cortex.volume.show_glass.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.volume.show_glass &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.volume.show_glass &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.volume.show_mip.html b/generated/cortex.volume.show_mip.html
index b0437f1fb..92d24e85e 100644
--- a/generated/cortex.volume.show_mip.html
+++ b/generated/cortex.volume.show_mip.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.volume.show_mip &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.volume.show_mip &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -118,7 +118,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.volume.show_slice.html b/generated/cortex.volume.show_slice.html
index f784cef06..78b3f6f88 100644
--- a/generated/cortex.volume.show_slice.html
+++ b/generated/cortex.volume.show_slice.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.volume.show_slice &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.volume.show_slice &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -117,7 +117,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.volume.unmask.html b/generated/cortex.volume.unmask.html
index 5b48f5042..8b6e06f13 100644
--- a/generated/cortex.volume.unmask.html
+++ b/generated/cortex.volume.unmask.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.volume.unmask &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.volume.unmask &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -139,7 +139,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.webgl.make_static.html b/generated/cortex.webgl.make_static.html
index f34a8c3c9..e11500196 100644
--- a/generated/cortex.webgl.make_static.html
+++ b/generated/cortex.webgl.make_static.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.webgl.make_static &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.webgl.make_static &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -181,7 +181,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.webgl.show.html b/generated/cortex.webgl.show.html
index 2d207dffa..feeee03bd 100644
--- a/generated/cortex.webgl.show.html
+++ b/generated/cortex.webgl.show.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>cortex.webgl.show &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.webgl.show &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
@@ -177,7 +177,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
       |
diff --git a/generated/cortex.xfm.Transform.html b/generated/cortex.xfm.Transform.html
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--- a/generated/cortex.xfm.Transform.html
+++ b/generated/cortex.xfm.Transform.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>cortex.xfm.Transform &#8212; pycortex 1.2.3 documentation</title>
+    <title>cortex.xfm.Transform &#8212; pycortex 1.2.4 documentation</title>
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\ No newline at end of file
diff --git a/segmentation.html b/segmentation.html
index 5576c9cdc..c56df324f 100644
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+++ b/segmentation.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
-    <title>Segmentation Tutorial &#8212; pycortex 1.2.3 documentation</title>
+    <title>Segmentation Tutorial &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
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       &copy;2012, James Gao.
       
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-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/segmentation_guide.html b/segmentation_guide.html
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-    <title>Surface Segmentation and Flattening &#8212; pycortex 1.2.3 documentation</title>
+    <title>Surface Segmentation and Flattening &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="_static/sg_gallery.css" />
@@ -292,7 +292,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/transforms.html b/transforms.html
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-    <title>Transform formats &#8212; pycortex 1.2.3 documentation</title>
+    <title>Transform formats &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
     <link rel="stylesheet" type="text/css" href="_static/sg_gallery.css" />
@@ -127,7 +127,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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diff --git a/userguide/webgl.html b/userguide/webgl.html
index dbcb9efbb..0c355361a 100644
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-    <title>WebGL Viewer Overview &#8212; pycortex 1.2.3 documentation</title>
+    <title>WebGL Viewer Overview &#8212; pycortex 1.2.4 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
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@@ -320,7 +320,7 @@ <h3 id="searchlabel">Quick search</h3>
       &copy;2012, James Gao.
       
       |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.5.0</a>
       &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
       
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