From 5a0650da3c518e1f660ceb83aa308284e276c721 Mon Sep 17 00:00:00 2001
From: daniel-rijsketic <daniel.rijsketic@gmail.com>
Date: Thu, 11 Jul 2024 12:15:50 -0600
Subject: [PATCH] make html

---
 .../docs/_build/doctrees/environment.pickle   | Bin 5780886 -> 5783634 bytes
 ...rsively_mirror_rev_cluster_indices.doctree | Bin 11154 -> 12010 bytes
 .../unravel/register/reg_prep.doctree         | Bin 19773 -> 19920 bytes
 .../unravel/voxel_stats/mirror.doctree        | Bin 13207 -> 13710 bytes
 .../unravel/cluster_stats/brain_model.html    |   4 ++-
 .../unravel/cluster_stats/org_data.html       |   4 +--
 ...ecursively_mirror_rev_cluster_indices.html |  10 +++---
 .../html/_modules/unravel/core/img_io.html    |   2 ++
 .../_modules/unravel/register/reg_prep.html   |  21 +++---------
 .../_modules/unravel/segment/copy_tifs.html   |   5 +--
 .../_modules/unravel/voxel_stats/mirror.html  |  30 +++++++++++-------
 .../unravel/voxel_stats/whole_to_LR_avg.html  |   6 ++--
 unravel/docs/_build/html/searchindex.js       |   2 +-
 ...ecursively_mirror_rev_cluster_indices.html |   7 ++++
 .../html/unravel/register/reg_prep.html       |   2 +-
 .../html/unravel/voxel_stats/mirror.html      |   7 ++--
 16 files changed, 53 insertions(+), 47 deletions(-)

diff --git a/unravel/docs/_build/doctrees/environment.pickle b/unravel/docs/_build/doctrees/environment.pickle
index 945eb36c0a7def6932428bb1948209ef9da99e6a..ede868a643ded78008fe0bfb1b59426bc7bc8bea 100644
GIT binary patch
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diff --git a/unravel/docs/_build/html/_modules/unravel/cluster_stats/brain_model.html b/unravel/docs/_build/html/_modules/unravel/cluster_stats/brain_model.html
index d929fda2..226d5836 100644
--- a/unravel/docs/_build/html/_modules/unravel/cluster_stats/brain_model.html
+++ b/unravel/docs/_build/html/_modules/unravel/cluster_stats/brain_model.html
@@ -372,7 +372,7 @@ <h1>Source code for unravel.cluster_stats.brain_model</h1><div class="highlight"
 <span class="kn">from</span> <span class="nn">rich</span> <span class="kn">import</span> <span class="nb">print</span>
 <span class="kn">from</span> <span class="nn">rich.traceback</span> <span class="kn">import</span> <span class="n">install</span>
 
-<span class="kn">from</span> <span class="nn">unravel.core.argparse_utils</span> <span class="kn">import</span> <span class="n">SuppressMetavar</span><span class="p">,</span> <span class="n">SM</span>
+<span class="kn">from</span> <span class="nn">unravel.core.argparse_utils</span> <span class="kn">import</span> <span class="n">SuppressMetavar</span><span class="p">,</span> <span class="n">SM</span> 
 <span class="kn">from</span> <span class="nn">unravel.core.config</span> <span class="kn">import</span> <span class="n">Configuration</span> 
 <span class="kn">from</span> <span class="nn">unravel.core.utils</span> <span class="kn">import</span> <span class="n">log_command</span><span class="p">,</span> <span class="n">verbose_start_msg</span><span class="p">,</span> <span class="n">verbose_end_msg</span>
 <span class="kn">from</span> <span class="nn">unravel.voxel_stats.mirror</span> <span class="kn">import</span> <span class="n">mirror</span>
@@ -392,6 +392,8 @@ <h1>Source code for unravel.cluster_stats.brain_model</h1><div class="highlight"
     <span class="k">return</span> <span class="n">parser</span><span class="o">.</span><span class="n">parse_args</span><span class="p">()</span></div>
 
 
+<span class="c1"># TODO: Consider consolidating regional_summary.csv (regional_summary_CCFv3-2017.csv) and regional_summary_CCFv3-2020.csv and ideally add logic to match usage automatic (i.e., no extra arg needed)</span>
+
 
 <div class="viewcode-block" id="main">
 <a class="viewcode-back" href="../../../unravel/cluster_stats/brain_model.html#unravel.cluster_stats.brain_model.main">[docs]</a>
diff --git a/unravel/docs/_build/html/_modules/unravel/cluster_stats/org_data.html b/unravel/docs/_build/html/_modules/unravel/cluster_stats/org_data.html
index 63a83e71..9f924970 100644
--- a/unravel/docs/_build/html/_modules/unravel/cluster_stats/org_data.html
+++ b/unravel/docs/_build/html/_modules/unravel/cluster_stats/org_data.html
@@ -443,11 +443,11 @@ <h1>Source code for unravel.cluster_stats.org_data</h1><div class="highlight"><p
             <span class="n">cluster_correction_dir</span> <span class="o">=</span> <span class="n">validation_dir_name</span>
 
         <span class="c1"># Regular expression to match the part before and after &#39;q*&#39; to remove any suffix added to the rev_cluster_index&lt;suffix&gt;.nii.gz</span>
-        <span class="n">pattern</span> <span class="o">=</span> <span class="sa">r</span><span class="s1">&#39;(.*q\d+\.\d+)(_.*)&#39;</span>
+        <span class="n">pattern</span> <span class="o">=</span> <span class="sa">r</span><span class="s1">&#39;(.*q\d+\.\d+)(_.+)?&#39;</span>  <span class="c1"># This also works when there is no &quot;suffix&quot;</span>
         <span class="n">match</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="n">pattern</span><span class="p">,</span> <span class="n">cluster_correction_dir</span><span class="p">)</span>
         <span class="k">if</span> <span class="n">match</span><span class="p">:</span>
             <span class="n">cluster_correction_dir</span> <span class="o">=</span> <span class="n">match</span><span class="o">.</span><span class="n">group</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
-            <span class="n">suffix</span> <span class="o">=</span> <span class="n">match</span><span class="o">.</span><span class="n">group</span><span class="p">(</span><span class="mi">2</span><span class="p">)[</span><span class="mi">1</span><span class="p">:]</span>  <span class="c1"># Remove the leading underscore</span>
+            <span class="n">suffix</span> <span class="o">=</span> <span class="n">match</span><span class="o">.</span><span class="n">group</span><span class="p">(</span><span class="mi">2</span><span class="p">)[</span><span class="mi">1</span><span class="p">:]</span> <span class="k">if</span> <span class="n">match</span><span class="o">.</span><span class="n">group</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span> <span class="k">else</span> <span class="s1">&#39;&#39;</span>  <span class="c1"># This gets the string after the q value if there is one</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">    [red1]No match found in cluster_org_data</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span>
 
diff --git a/unravel/docs/_build/html/_modules/unravel/cluster_stats/recursively_mirror_rev_cluster_indices.html b/unravel/docs/_build/html/_modules/unravel/cluster_stats/recursively_mirror_rev_cluster_indices.html
index 7ee81b73..d0ece924 100644
--- a/unravel/docs/_build/html/_modules/unravel/cluster_stats/recursively_mirror_rev_cluster_indices.html
+++ b/unravel/docs/_build/html/_modules/unravel/cluster_stats/recursively_mirror_rev_cluster_indices.html
@@ -359,6 +359,10 @@ <h1>Source code for unravel.cluster_stats.recursively_mirror_rev_cluster_indices
 <span class="sd">    cluster_mirror_indices -m RH -v</span>
 <span class="sd">    </span>
 <span class="sd">Use this command after ``cluster_fdr`` to mirror the cluster indices for the other side of the brain before running ``cluster_validation``.  </span>
+
+<span class="sd">Note:</span>
+<span class="sd">    - Use -ax 2 and -s 0 for the CCFv3 2020 atlas.</span>
+<span class="sd">    - Use -ax 0 and -s 2 for the 25 um Gubra atlas</span>
 <span class="sd">&quot;&quot;&quot;</span>
 
 <span class="kn">import</span> <span class="nn">argparse</span>
@@ -380,15 +384,13 @@ <h1>Source code for unravel.cluster_stats.recursively_mirror_rev_cluster_indices
     <span class="n">parser</span> <span class="o">=</span> <span class="n">argparse</span><span class="o">.</span><span class="n">ArgumentParser</span><span class="p">(</span><span class="n">formatter_class</span><span class="o">=</span><span class="n">SuppressMetavar</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-m&#39;</span><span class="p">,</span> <span class="s1">&#39;--mas_side&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Side of the brain corresponding to the mask used for ``vstats`` and ``cluster_fdr`` (RH or LH)&#39;</span><span class="p">,</span> <span class="n">choices</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;RH&#39;</span><span class="p">,</span> <span class="s1">&#39;LH&#39;</span><span class="p">],</span> <span class="n">required</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-p&#39;</span><span class="p">,</span> <span class="s1">&#39;--pattern&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Glob pattern to match files. Default: **/*rev_cluster_index.nii.gz&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="s1">&#39;**/*rev_cluster_index.nii.gz&#39;</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-ax&#39;</span><span class="p">,</span> <span class="s1">&#39;--axis&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Axis to flip the image along. Default: 0&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-s&#39;</span><span class="p">,</span> <span class="s1">&#39;--shift&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Number of voxels to shift content after flipping. Default: 2&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
+    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-ax&#39;</span><span class="p">,</span> <span class="s1">&#39;--axis&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Axis to flip the image along. Default: 2&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
+    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-s&#39;</span><span class="p">,</span> <span class="s1">&#39;--shift&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Number of voxels to shift content after flipping. Default: 0&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-v&#39;</span><span class="p">,</span> <span class="s1">&#39;--verbose&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Increase verbosity. Default: False&#39;</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="s1">&#39;store_true&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">epilog</span> <span class="o">=</span> <span class="vm">__doc__</span>
     <span class="k">return</span> <span class="n">parser</span><span class="o">.</span><span class="n">parse_args</span><span class="p">()</span></div>
 
 
-<span class="c1"># TODO: adapt to work with CCFv3 images if needed </span>
-
 
 <div class="viewcode-block" id="process_file">
 <a class="viewcode-back" href="../../../unravel/cluster_stats/recursively_mirror_rev_cluster_indices.html#unravel.cluster_stats.recursively_mirror_rev_cluster_indices.process_file">[docs]</a>
diff --git a/unravel/docs/_build/html/_modules/unravel/core/img_io.html b/unravel/docs/_build/html/_modules/unravel/core/img_io.html
index 82a1b824..c9797032 100644
--- a/unravel/docs/_build/html/_modules/unravel/core/img_io.html
+++ b/unravel/docs/_build/html/_modules/unravel/core/img_io.html
@@ -597,6 +597,8 @@ <h1>Source code for unravel.core.img_io</h1><div class="highlight"><pre>
     <span class="k">def</span> <span class="nf">load_single_tif</span><span class="p">(</span><span class="n">tif_file</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Load a single .tif file using OpenCV and return the ndarray.&quot;&quot;&quot;</span>
         <span class="n">img</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">tif_file</span><span class="p">),</span> <span class="n">cv2</span><span class="o">.</span><span class="n">IMREAD_UNCHANGED</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">img</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Failed to load image: </span><span class="si">{</span><span class="n">tif_file</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">img</span>
     <span class="n">tif_files</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">Path</span><span class="p">(</span><span class="n">tif_path</span><span class="p">)</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">glob</span><span class="p">(</span><span class="s2">&quot;*.tif&quot;</span><span class="p">))</span>
     <span class="k">if</span> <span class="n">parallel_loading</span><span class="p">:</span>
diff --git a/unravel/docs/_build/html/_modules/unravel/register/reg_prep.html b/unravel/docs/_build/html/_modules/unravel/register/reg_prep.html
index bed89196..15cd290d 100644
--- a/unravel/docs/_build/html/_modules/unravel/register/reg_prep.html
+++ b/unravel/docs/_build/html/_modules/unravel/register/reg_prep.html
@@ -356,7 +356,7 @@ <h1>Source code for unravel.register.reg_prep</h1><div class="highlight"><pre>
 
 <span class="sd">Usage:</span>
 <span class="sd">------</span>
-<span class="sd">    reg_prep -i &lt;asterisk&gt;.czi [-e &lt;list of paths to exp dirs&gt;] [-v]</span>
+<span class="sd">    reg_prep -i &lt;asterisk&gt;.czi -x &lt;x/y voxel size in microns&gt; -z &lt;z voxel size&gt; [-e &lt;list of paths to exp dirs&gt;] [-v]</span>
 
 <span class="sd">Run command from the experiment directory w/ sample?? folder(s), a sample?? folder, or provide -e or -d arguments.</span>
 
@@ -383,7 +383,6 @@ <h1>Source code for unravel.register.reg_prep</h1><div class="highlight"><pre>
 <span class="kn">from</span> <span class="nn">unravel.core.img_io</span> <span class="kn">import</span> <span class="n">load_3D_img</span><span class="p">,</span> <span class="n">resolve_path</span><span class="p">,</span> <span class="n">save_as_tifs</span><span class="p">,</span> <span class="n">save_as_nii</span>
 <span class="kn">from</span> <span class="nn">unravel.core.img_tools</span> <span class="kn">import</span> <span class="n">resample</span><span class="p">,</span> <span class="n">reorient_for_raw_to_nii_conv</span>
 <span class="kn">from</span> <span class="nn">unravel.core.utils</span> <span class="kn">import</span> <span class="n">log_command</span><span class="p">,</span> <span class="n">verbose_start_msg</span><span class="p">,</span> <span class="n">verbose_end_msg</span><span class="p">,</span> <span class="n">initialize_progress_bar</span><span class="p">,</span> <span class="n">get_samples</span><span class="p">,</span> <span class="n">print_func_name_args_times</span>
-<span class="kn">from</span> <span class="nn">unravel.segment.copy_tifs</span> <span class="kn">import</span> <span class="n">copy_specific_slices</span>
 
 
 <div class="viewcode-block" id="parse_args">
@@ -394,21 +393,19 @@ <h1>Source code for unravel.register.reg_prep</h1><div class="highlight"><pre>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-p&#39;</span><span class="p">,</span> <span class="s1">&#39;--pattern&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Pattern for sample?? dirs. Use cwd if no matches.&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="s1">&#39;sample??&#39;</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-d&#39;</span><span class="p">,</span> <span class="s1">&#39;--dirs&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;List of sample?? dir names or paths to dirs to process&#39;</span><span class="p">,</span> <span class="n">nargs</span><span class="o">=</span><span class="s1">&#39;*&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-i&#39;</span><span class="p">,</span> <span class="s1">&#39;--input&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Full res image input path relative (rel_path) to ./sample??&#39;</span><span class="p">,</span> <span class="n">required</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
+    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-x&#39;</span><span class="p">,</span> <span class="s1">&#39;--xy_res&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;x/y voxel size in microns of the input image.&#39;</span><span class="p">,</span> <span class="n">required</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>  <span class="c1"># Set up   Default: get via ``io_metadata``</span>
+    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-z&#39;</span><span class="p">,</span> <span class="s1">&#39;--z_res&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;z voxel size in microns of the input image.&#39;</span><span class="p">,</span> <span class="n">required</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>  <span class="c1"># Set up   Default: get via ``io_metadata``</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-c&#39;</span><span class="p">,</span> <span class="s1">&#39;--channel&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;.czi channel number. Default: 0 for autofluo&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-o&#39;</span><span class="p">,</span> <span class="s1">&#39;--output&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Output path. Default: reg_inputs/autofl_50um.nii.gz&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="s2">&quot;reg_inputs/autofl_50um.nii.gz&quot;</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-x&#39;</span><span class="p">,</span> <span class="s1">&#39;--xy_res&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;x/y voxel size in microns of the input image. Default: get via metadata&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-z&#39;</span><span class="p">,</span> <span class="s1">&#39;--z_res&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;z voxel size in microns of the input image. Default: get via metadata&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-r&#39;</span><span class="p">,</span> <span class="s1">&#39;--reg_res&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Resample input to this res in um for reg. Default: 50&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-zo&#39;</span><span class="p">,</span> <span class="s1">&#39;--zoom_order&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Order for resampling (scipy.ndimage.zoom). Default: 1&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-td&#39;</span><span class="p">,</span> <span class="s1">&#39;--target_dir&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;path/target_dir name to copy specific slices for seg_brain_mask (see usage)&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-s&#39;</span><span class="p">,</span> <span class="s1">&#39;--slices&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;List of slice numbers to copy, e.g., 0000 0400 0800&#39;</span><span class="p">,</span> <span class="n">nargs</span><span class="o">=</span><span class="s1">&#39;*&#39;</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">str</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="p">[])</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-mi&#39;</span><span class="p">,</span> <span class="s1">&#39;--miracl&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s2">&quot;Include reorientation step to mimic MIRACL&#39;s tif to .nii.gz conversion&quot;</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="s1">&#39;store_true&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-v&#39;</span><span class="p">,</span> <span class="s1">&#39;--verbose&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Increase verbosity. Default: False&#39;</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="s1">&#39;store_true&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">epilog</span> <span class="o">=</span> <span class="vm">__doc__</span>
     <span class="k">return</span> <span class="n">parser</span><span class="o">.</span><span class="n">parse_args</span><span class="p">()</span></div>
 
 
-<span class="c1"># TODO: Remove args.target_dir since this can be done with ``seg_copy_tifs``</span>
+<span class="c1"># TODO: The script works if -x and -z are provided. Fix it so that it works if they are not provided (i.e., get res via ``io_metadata`` output: sample??/parameters/metadata.txt)</span>
 
 
 <div class="viewcode-block" id="reg_prep">
@@ -448,11 +445,6 @@ <h1>Source code for unravel.register.reg_prep</h1><div class="highlight"><pre>
     <span class="n">Configuration</span><span class="o">.</span><span class="n">verbose</span> <span class="o">=</span> <span class="n">args</span><span class="o">.</span><span class="n">verbose</span>
     <span class="n">verbose_start_msg</span><span class="p">()</span>
 
-    <span class="k">if</span> <span class="n">args</span><span class="o">.</span><span class="n">target_dir</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-        <span class="c1"># Create the target directory for copying the selected slices for ``seg_brain_mask``</span>
-        <span class="n">target_dir</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">args</span><span class="o">.</span><span class="n">target_dir</span><span class="p">)</span>
-        <span class="n">target_dir</span><span class="o">.</span><span class="n">mkdir</span><span class="p">(</span><span class="n">exist_ok</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">parents</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
-
     <span class="n">samples</span> <span class="o">=</span> <span class="n">get_samples</span><span class="p">(</span><span class="n">args</span><span class="o">.</span><span class="n">dirs</span><span class="p">,</span> <span class="n">args</span><span class="o">.</span><span class="n">pattern</span><span class="p">,</span> <span class="n">args</span><span class="o">.</span><span class="n">exp_paths</span><span class="p">)</span>
     
     <span class="n">progress</span><span class="p">,</span> <span class="n">task_id</span> <span class="o">=</span> <span class="n">initialize_progress_bar</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">samples</span><span class="p">),</span> <span class="s2">&quot;[red]Processing samples...&quot;</span><span class="p">)</span>
@@ -485,11 +477,6 @@ <h1>Source code for unravel.register.reg_prep</h1><div class="highlight"><pre>
             <span class="c1"># Save the prepped autofl image (for ``reg`` if skipping ``seg_brain_mask`` and for applying the brain mask)</span>
             <span class="n">save_as_nii</span><span class="p">(</span><span class="n">img_resampled</span><span class="p">,</span> <span class="n">output</span><span class="p">,</span> <span class="n">args</span><span class="o">.</span><span class="n">reg_res</span><span class="p">,</span> <span class="n">args</span><span class="o">.</span><span class="n">reg_res</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">uint16</span><span class="p">)</span>
 
-            <span class="k">if</span> <span class="n">args</span><span class="o">.</span><span class="n">target_dir</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-                <span class="c1"># Copy specific slices to the target directory</span>
-                <span class="n">tif_dir</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">output</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;.nii.gz&#39;</span><span class="p">,</span> <span class="s1">&#39;_tifs&#39;</span><span class="p">)</span>
-                <span class="n">copy_specific_slices</span><span class="p">(</span><span class="n">sample_path</span><span class="p">,</span> <span class="n">tif_dir</span><span class="p">,</span> <span class="n">target_dir</span><span class="p">,</span> <span class="n">args</span><span class="o">.</span><span class="n">slices</span><span class="p">)</span>
-
             <span class="n">progress</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">task_id</span><span class="p">,</span> <span class="n">advance</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
 
     <span class="n">verbose_end_msg</span><span class="p">()</span></div>
diff --git a/unravel/docs/_build/html/_modules/unravel/segment/copy_tifs.html b/unravel/docs/_build/html/_modules/unravel/segment/copy_tifs.html
index ff0c160c..51c31eb1 100644
--- a/unravel/docs/_build/html/_modules/unravel/segment/copy_tifs.html
+++ b/unravel/docs/_build/html/_modules/unravel/segment/copy_tifs.html
@@ -408,10 +408,7 @@ <h1>Source code for unravel.segment.copy_tifs</h1><div class="highlight"><pre>
             <span class="n">dest_file</span> <span class="o">=</span> <span class="n">target_dir</span> <span class="o">/</span> <span class="sa">f</span><span class="s1">&#39;</span><span class="si">{</span><span class="n">sample_path</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s1">_</span><span class="si">{</span><span class="n">file_path</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s1">&#39;</span>
             <span class="n">shutil</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">file_path</span><span class="p">,</span> <span class="n">dest_file</span><span class="p">)</span>
             <span class="k">if</span> <span class="n">verbose</span><span class="p">:</span>
-                <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Copied </span><span class="si">{</span><span class="n">file_path</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="n">dest_file</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
-        <span class="k">else</span><span class="p">:</span>
-            <span class="k">if</span> <span class="n">verbose</span><span class="p">:</span>
-                <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;File </span><span class="si">{</span><span class="n">file_path</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> does not match specified slices and was not copied.&quot;</span><span class="p">)</span></div>
+                <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Copied </span><span class="si">{</span><span class="n">file_path</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="n">dest_file</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span></div>
 
 
 
diff --git a/unravel/docs/_build/html/_modules/unravel/voxel_stats/mirror.html b/unravel/docs/_build/html/_modules/unravel/voxel_stats/mirror.html
index 7cfe3534..fb2774f6 100644
--- a/unravel/docs/_build/html/_modules/unravel/voxel_stats/mirror.html
+++ b/unravel/docs/_build/html/_modules/unravel/voxel_stats/mirror.html
@@ -359,8 +359,9 @@ <h1>Source code for unravel.voxel_stats.mirror</h1><div class="highlight"><pre>
 <span class="sd">------</span>
 <span class="sd">    vstats_mirror -v</span>
 
-<span class="sd">Note: </span>
-<span class="sd">    The current defaults are specific to our version of the Gubra atlas and may need to be adjusted for other atlases.</span>
+<span class="sd">Note:</span>
+<span class="sd">    - Use -ax 2 and -s 0 for the CCFv3 2020 atlas.</span>
+<span class="sd">    - Use -ax 0 and -s 2 for the 25 um Gubra atlas</span>
 <span class="sd">&quot;&quot;&quot;</span>
 
 <span class="kn">import</span> <span class="nn">argparse</span>
@@ -379,20 +380,18 @@ <h1>Source code for unravel.voxel_stats.mirror</h1><div class="highlight"><pre>
 <span class="k">def</span> <span class="nf">parse_args</span><span class="p">():</span>
     <span class="n">parser</span> <span class="o">=</span> <span class="n">argparse</span><span class="o">.</span><span class="n">ArgumentParser</span><span class="p">(</span><span class="n">formatter_class</span><span class="o">=</span><span class="n">SuppressMetavar</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-p&#39;</span><span class="p">,</span> <span class="s1">&#39;--pattern&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Pattern to match files. Default: *.nii.gz&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="s1">&#39;*.nii.gz&#39;</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-ax&#39;</span><span class="p">,</span> <span class="s1">&#39;--axis&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Axis to flip the image along. Default: 0&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-s&#39;</span><span class="p">,</span> <span class="s1">&#39;--shift&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Number of voxels to shift content after flipping. Default: 2&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
+    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-ax&#39;</span><span class="p">,</span> <span class="s1">&#39;--axis&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Axis to flip the image along. Default: 2&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
+    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-s&#39;</span><span class="p">,</span> <span class="s1">&#39;--shift&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Number of voxels to shift content after flipping. Default: 0&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-v&#39;</span><span class="p">,</span> <span class="s1">&#39;--verbose&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Increase verbosity&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="s1">&#39;store_true&#39;</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">epilog</span> <span class="o">=</span> <span class="vm">__doc__</span>
     <span class="k">return</span> <span class="n">parser</span><span class="o">.</span><span class="n">parse_args</span><span class="p">()</span></div>
 
 
-<span class="c1"># TODO: adapt to work with CCFv3 images if needed </span>
-
 
 <div class="viewcode-block" id="mirror">
 <a class="viewcode-back" href="../../../unravel/voxel_stats/mirror.html#unravel.voxel_stats.mirror.mirror">[docs]</a>
 <span class="nd">@print_func_name_args_times</span><span class="p">()</span>
-<span class="k">def</span> <span class="nf">mirror</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">shift</span><span class="o">=</span><span class="mi">2</span><span class="p">):</span>
+<span class="k">def</span> <span class="nf">mirror</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">shift</span><span class="o">=</span><span class="mi">0</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Mirror an image along the specified axis and shift the content by the specified number of voxels.</span>
 <span class="sd">    </span>
 <span class="sd">    Args:</span>
@@ -402,13 +401,20 @@ <h1>Source code for unravel.voxel_stats.mirror</h1><div class="highlight"><pre>
     <span class="c1"># Flip the image data along the specified axis</span>
     <span class="n">flipped_img</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">flip</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="n">axis</span><span class="p">)</span>
 
-    <span class="c1"># Shift the image data by padding with zeros on the left and cropping on the right</span>
-    <span class="c1"># This adds 2 voxels of zeros on the left side (beginning) and removes 2 voxels from the right side (end)</span>
-    <span class="n">mirrored_img</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">pad</span><span class="p">(</span><span class="n">flipped_img</span><span class="p">,</span> <span class="p">((</span><span class="n">shift</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span> <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;constant&#39;</span><span class="p">,</span> <span class="n">constant_values</span><span class="o">=</span><span class="mi">0</span><span class="p">)[:</span><span class="o">-</span><span class="n">shift</span><span class="p">,</span> <span class="p">:,</span> <span class="p">:]</span>
-
-    <span class="k">return</span> <span class="n">mirrored_img</span></div>
+    <span class="k">if</span> <span class="n">shift</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> 
+        <span class="k">return</span> <span class="n">flipped_img</span>
+    <span class="k">else</span><span class="p">:</span> 
+        <span class="c1"># Shift the image data by padding with zeros on the left and cropping on the right</span>
+        <span class="c1"># This adds 2 voxels of zeros on the left side (beginning) and removes 2 voxels from the right side (end)</span>
+        <span class="k">if</span> <span class="n">axis</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> 
+            <span class="n">mirrored_img</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">pad</span><span class="p">(</span><span class="n">flipped_img</span><span class="p">,</span> <span class="p">((</span><span class="n">shift</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span> <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;constant&#39;</span><span class="p">,</span> <span class="n">constant_values</span><span class="o">=</span><span class="mi">0</span><span class="p">)[:</span><span class="o">-</span><span class="n">shift</span><span class="p">,</span> <span class="p">:,</span> <span class="p">:]</span>
+            <span class="k">return</span> <span class="n">mirrored_img</span>
+        <span class="k">else</span><span class="p">:</span> 
+            <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;[red1]Logic for shifting content in axeses other than 0 has not been added. Please request this if needed.&#39;</span><span class="p">)</span>
+    <span class="k">return</span></div>
 
 
+    
 <div class="viewcode-block" id="main">
 <a class="viewcode-back" href="../../../unravel/voxel_stats/mirror.html#unravel.voxel_stats.mirror.main">[docs]</a>
 <span class="nd">@log_command</span>
diff --git a/unravel/docs/_build/html/_modules/unravel/voxel_stats/whole_to_LR_avg.html b/unravel/docs/_build/html/_modules/unravel/voxel_stats/whole_to_LR_avg.html
index c901d40d..2a38a6fb 100644
--- a/unravel/docs/_build/html/_modules/unravel/voxel_stats/whole_to_LR_avg.html
+++ b/unravel/docs/_build/html/_modules/unravel/voxel_stats/whole_to_LR_avg.html
@@ -391,9 +391,9 @@ <h1>Source code for unravel.voxel_stats.whole_to_LR_avg</h1><div class="highligh
 <span class="k">def</span> <span class="nf">parse_args</span><span class="p">():</span>
     <span class="n">parser</span> <span class="o">=</span> <span class="n">argparse</span><span class="o">.</span><span class="n">ArgumentParser</span><span class="p">(</span><span class="n">formatter_class</span><span class="o">=</span><span class="n">SuppressMetavar</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-p&#39;</span><span class="p">,</span> <span class="s1">&#39;--pattern&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Pattern to match atlas space input images in the working dir. Default: *.nii.gz&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="s1">&#39;*.nii.gz&#39;</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-k&#39;</span><span class="p">,</span> <span class="s1">&#39;--kernel&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Smoothing kernel radius in mm if &gt; 0. Default: 0 &#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-ax&#39;</span><span class="p">,</span> <span class="s1">&#39;--axis&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Axis to flip the image along. Default: 0&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
-    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-s&#39;</span><span class="p">,</span> <span class="s1">&#39;--shift&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Number of voxels to shift content after flipping. Default: 2&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
+    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-k&#39;</span><span class="p">,</span> <span class="s1">&#39;--kernel&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Smoothing kernel radius in mm if &gt; 0. Default: 0&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
+    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-ax&#39;</span><span class="p">,</span> <span class="s1">&#39;--axis&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Axis to flip the image along. Default: 2&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
+    <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-s&#39;</span><span class="p">,</span> <span class="s1">&#39;--shift&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Number of voxels to shift content after flipping (if atlas is asym.). Default: 0&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-tp&#39;</span><span class="p">,</span> <span class="s1">&#39;--parallel&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Enable parallel processing with thread pools&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="s1">&#39;store_true&#39;</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-amas&#39;</span><span class="p">,</span> <span class="s1">&#39;--atlas_mask&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;path/atlas_mask.nii.gz&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="n">SM</span><span class="p">)</span>
     <span class="n">parser</span><span class="o">.</span><span class="n">add_argument</span><span class="p">(</span><span class="s1">&#39;-v&#39;</span><span class="p">,</span> <span class="s1">&#39;--verbose&#39;</span><span class="p">,</span> <span class="n">help</span><span class="o">=</span><span class="s1">&#39;Increase verbosity&#39;</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">action</span><span class="o">=</span><span class="s1">&#39;store_true&#39;</span><span class="p">)</span>
diff --git a/unravel/docs/_build/html/searchindex.js b/unravel/docs/_build/html/searchindex.js
index fdaa78cd..2befacd7 100644
--- a/unravel/docs/_build/html/searchindex.js
+++ b/unravel/docs/_build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"3 letter orientation code": [[0, null]], "Add images to sample?? dirs": [[0, "add-images-to-sample-dirs"]], "Additional contributions from": [[1, "additional-contributions-from"]], "All commands": [[0, null]], "Allen brain atlas coloring": [[0, null]], "Analysis steps": [[0, "analysis-steps"]], "Automatic logging of scripts": [[0, null]], "Back up raw data": [[0, "back-up-raw-data"]], "Background subtraction": [[0, null]], "Batch stitching settings": [[0, null]], "CLI usage:": [[98, "cli-usage"]], "Checking changes between versions": [[2, null]], "Cluster correction": [[0, "cluster-correction"]], "Cluster validation": [[0, "cluster-validation"]], "Common commands": [[0, "common-commands"]], "Contact us": [[1, "contact-us"]], "Contents:": [[1, null]], "Data can be distributed across multiple drives": [[0, null]], "Define common variables in a shell script": [[0, "define-common-variables-in-a-shell-script"]], "Developers": [[1, "developers"]], "Edit .bashrc or .zshrc to set up dependencies": [[2, "edit-bashrc-or-zshrc-to-set-up-dependencies"]], "Example experiment folder structure after analysis": [[0, "example-experiment-folder-structure-after-analysis"]], "Example sample?? folder structure after analysis": [[0, "example-sample-folder-structure-after-analysis"]], "Get started with analysis": [[2, "get-started-with-analysis"]], "Getting started": [[1, "getting-started"]], "Guide": [[0, "guide"]], "Help on commands": [[0, "help-on-commands"]], "Helper Functions:": [[28, "helper-functions"]], "If sample orientations vary": [[0, null]], "Indices": [[1, "indices"]], "Installation": [[2, "installation"]], "Installing UNRAVEL on Linux or WSL": [[2, "installing-unravel-on-linux-or-wsl"]], "Listing commands": [[0, "listing-commands"]], "Log exp paths, commands, etc.": [[0, "log-exp-paths-commands-etc"]], "Main Functions:": [[28, "main-functions"]], "Main dependencies": [[1, "main-dependencies"]], "Make a sample_key.csv:": [[0, "make-a-sample-key-csv"]], "Make an exp_notes.txt": [[0, null]], "Make sample folders": [[0, "make-sample-folders"]], "Module contents": [[76, "module-contents"]], "More info on commands": [[0, null]], "Name sample folders like sample01, sample02, \u2026": [[0, null]], "Note x/y and z voxel sizes": [[0, "note-x-y-and-z-voxel-sizes"]], "Open source options for stitching": [[0, null]], "Optional: clean tifs": [[0, "optional-clean-tifs"]], "Optional: editable installation of UNRAVEL": [[2, "optional-editable-installation-of-unravel"]], "Overview and steps for voxel-wise stats": [[0, null]], "Please note the version of UNRAVEL you are using for reproducibility.": [[2, null]], "Python usage:": [[66, "python-usage"], [98, "python-usage"]], "Region-wise stats": [[0, "region-wise-stats"]], "Registration": [[0, "registration"]], "Running batch stitching": [[0, null]], "Segmentation": [[0, "segmentation"]], "Set up": [[0, "set-up"]], "Setting Up Windows Subsystem for Linux (WSL)": [[2, "setting-up-windows-subsystem-for-linux-wsl"]], "Sorting by hierarchy and volume:": [[23, "sorting-by-hierarchy-and-volume"]], "Stitch z-stacks": [[0, "stitch-z-stacks"]], "Subpackages": [[76, "subpackages"]], "Support is welcome for": [[1, "support-is-welcome-for"]], "Syntax": [[0, null]], "T-test usage:": [[20, "t-test-usage"]], "TL;DR": [[2, "tl-dr"]], "Todo": [[0, "id1"], [0, "id2"], [0, "id5"], [2, "id1"]], "Train an Ilastik project": [[0, "train-an-ilastik-project"], [0, null]], "Tukey\u2019s test usage:": [[20, "tukey-s-test-usage"]], "Typical workflow": [[0, "typical-workflow"]], "UN-biased high-Resolution Analysis and Validation of Ensembles using Light sheet images": [[1, "un-biased-high-resolution-analysis-and-validation-of-ensembles-using-light-sheet-images"]], "UNRAVEL visualizer": [[1, "unravel-visualizer"]], "Updating UNRAVEL": [[2, "updating-unravel"]], "Usage": [[3, "usage"], [6, "usage"], [7, "usage"], [9, "usage"], [11, "usage"], [12, "usage"], [13, "usage"], [14, "usage"], [15, "usage"], [17, "usage"], [18, "usage"], [19, "usage"], [62, "usage"]], "Usage for Tukey\u2019s tests w/ reordering and renaming of conditions:": [[63, "usage-for-tukey-s-tests-w-reordering-and-renaming-of-conditions"]], "Usage for activating sample?? dirs for certain conditions:": [[84, "usage-for-activating-sample-dirs-for-certain-conditions"]], "Usage for atlas to atlas registration:": [[67, "usage-for-atlas-to-atlas-registration"]], "Usage for forward warping atlas to tissue space:": [[100, "usage-for-forward-warping-atlas-to-tissue-space"]], "Usage for inverse warping tissue to atlas space:": [[100, "usage-for-inverse-warping-tissue-to-atlas-space"]], "Usage for printing all non-zero intensities:": [[59, "usage-for-printing-all-non-zero-intensities"]], "Usage for printing the number of voxels for each intensity that is present:": [[59, "usage-for-printing-the-number-of-voxels-for-each-intensity-that-is-present"]], "Usage for printing unique intensities w/ a min cluster size > 100 voxels:": [[59, "usage-for-printing-unique-intensities-w-a-min-cluster-size-100-voxels"]], "Usage for renaming directories:": [[82, "usage-for-renaming-directories"]], "Usage for renaming files:": [[82, "usage-for-renaming-files"]], "Usage for t-tests:": [[63, "usage-for-t-tests"]], "Usage for template to template registration:": [[67, "usage-for-template-to-template-registration"]], "Usage for tissue registration:": [[67, "usage-for-tissue-registration"]], "Usage for toggling all sample?? dirs to active:": [[84, "usage-for-toggling-all-sample-dirs-to-active"]], "Usage for when metadata is extractable:": [[36, "usage-for-when-metadata-is-extractable"]], "Usage for when metadata is not extractable:": [[36, "usage-for-when-metadata-is-not-extractable"]], "Usage for when sample?? is already in the name of files being copied:": [[78, "usage-for-when-sample-is-already-in-the-name-of-files-being-copied"]], "Usage for z-score scaling (if 8 bit is needed):": [[35, "usage-for-z-score-scaling-if-8-bit-is-needed"]], "Usage if running after cluster_validation and cluster_org_data:": [[4, "usage-if-running-after-cluster-validation-and-cluster-org-data"]], "Usage if running directly after cluster_validation:": [[4, "usage-if-running-directly-after-cluster-validation"]], "Usage if the atlas is already in native space from warp_to_native:": [[60, "usage-if-the-atlas-is-already-in-native-space-from-warp-to-native"]], "Usage if the native atlas is not available; it is not saved (faster):": [[60, "usage-if-the-native-atlas-is-not-available-it-is-not-saved-faster"]], "Usage to prep for seg_brain_mask:": [[73, "usage-to-prep-for-seg-brain-mask"]], "Usage to prep for seg_ilastik to segment full resolution immunofluorescence images:": [[73, "usage-to-prep-for-seg-ilastik-to-segment-full-resolution-immunofluorescence-images"]], "Usage to prepend sample?? to the name of files being copied:": [[78, "usage-to-prepend-sample-to-the-name-of-files-being-copied"]], "Usage to print all commands and module names:": [[77, "usage-to-print-all-commands-and-module-names"]], "Usage to print common commands and descriptions:": [[77, "usage-to-print-common-commands-and-descriptions"]], "Usage to replace voxels in image with the mean intensity in the brain where mask > 0:": [[85, "usage-to-replace-voxels-in-image-with-the-mean-intensity-in-the-brain-where-mask-0"]], "Usage to zero out voxels in image where mask < 1 (e.g., to preserve signal from segmented microglia clusters):": [[85, "usage-to-zero-out-voxels-in-image-where-mask-1-e-g-to-preserve-signal-from-segmented-microglia-clusters"]], "Usage to zero out voxels in image where mask > 0 (e.g., to exclude voxels representing artifacts):": [[85, "usage-to-zero-out-voxels-in-image-where-mask-0-e-g-to-exclude-voxels-representing-artifacts"]], "Usage w/ a tissue mask (warped to atlas space):": [[95, "usage-w-a-tissue-mask-warped-to-atlas-space"]], "Usage w/ additional options:": [[92, "usage-w-additional-options"]], "Usage w/ an atlas mask (warped to atlas space):": [[95, "usage-w-an-atlas-mask-warped-to-atlas-space"]], "Usage w/ both masks for side-specific z-scoring:": [[95, "usage-w-both-masks-for-side-specific-z-scoring"]], "Usage with a custom atlas:": [[63, "usage-with-a-custom-atlas"]], "Usage:": [[5, "usage"], [16, "usage"], [21, "usage"], [22, "usage"], [23, "usage"], [32, "usage"], [33, "usage"], [34, "usage"], [35, "usage"], [37, "usage"], [38, "usage"], [39, "usage"], [40, "usage"], [41, "usage"], [42, "usage"], [44, "usage"], [45, "usage"], [46, "usage"], [48, "usage"], [49, "usage"], [50, "usage"], [52, "usage"], [53, "usage"], [54, "usage"], [55, "usage"], [56, "usage"], [58, "usage"], [61, "usage"], [64, "usage"], [66, "usage"], [68, "usage"], [69, "usage"], [70, "usage"], [72, "usage"], [74, "usage"], [79, "usage"], [80, "usage"], [81, "usage"], [86, "usage"], [87, "usage"], [88, "usage"], [89, "usage"], [92, "usage"], [93, "usage"], [94, "usage"], 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\ No newline at end of file
+Search.setIndex({"alltitles": {"3 letter orientation code": [[0, null]], "Add images to sample?? dirs": [[0, "add-images-to-sample-dirs"]], "Additional contributions from": [[1, "additional-contributions-from"]], "All commands": [[0, null]], "Allen brain atlas coloring": [[0, null]], "Analysis steps": [[0, "analysis-steps"]], "Automatic logging of scripts": [[0, null]], "Back up raw data": [[0, "back-up-raw-data"]], "Background subtraction": [[0, null]], "Batch stitching settings": [[0, null]], "CLI usage:": [[98, "cli-usage"]], "Checking changes between versions": [[2, null]], "Cluster correction": [[0, "cluster-correction"]], "Cluster validation": [[0, "cluster-validation"]], "Common commands": [[0, "common-commands"]], "Contact us": [[1, "contact-us"]], "Contents:": [[1, null]], "Data can be distributed across multiple drives": [[0, null]], "Define common variables in a shell script": [[0, "define-common-variables-in-a-shell-script"]], "Developers": [[1, "developers"]], "Edit .bashrc or .zshrc to set up dependencies": [[2, "edit-bashrc-or-zshrc-to-set-up-dependencies"]], "Example experiment folder structure after analysis": [[0, "example-experiment-folder-structure-after-analysis"]], "Example sample?? folder structure after analysis": [[0, "example-sample-folder-structure-after-analysis"]], "Get started with analysis": [[2, "get-started-with-analysis"]], "Getting started": [[1, "getting-started"]], "Guide": [[0, "guide"]], "Help on commands": [[0, "help-on-commands"]], "Helper Functions:": [[28, "helper-functions"]], "If sample orientations vary": [[0, null]], "Indices": [[1, "indices"]], "Installation": [[2, "installation"]], "Installing UNRAVEL on Linux or WSL": [[2, "installing-unravel-on-linux-or-wsl"]], "Listing commands": [[0, "listing-commands"]], "Log exp paths, commands, etc.": [[0, "log-exp-paths-commands-etc"]], "Main Functions:": [[28, "main-functions"]], "Main dependencies": [[1, "main-dependencies"]], "Make a sample_key.csv:": [[0, "make-a-sample-key-csv"]], "Make an exp_notes.txt": [[0, null]], "Make sample folders": [[0, "make-sample-folders"]], "Module contents": [[76, "module-contents"]], "More info on commands": [[0, null]], "Name sample folders like sample01, sample02, \u2026": [[0, null]], "Note x/y and z voxel sizes": [[0, "note-x-y-and-z-voxel-sizes"]], "Open source options for stitching": [[0, null]], "Optional: clean tifs": [[0, "optional-clean-tifs"]], "Optional: editable installation of UNRAVEL": [[2, "optional-editable-installation-of-unravel"]], "Overview and steps for voxel-wise stats": [[0, null]], "Please note the version of UNRAVEL you are using for reproducibility.": [[2, null]], "Python usage:": [[66, "python-usage"], [98, "python-usage"]], "Region-wise stats": [[0, "region-wise-stats"]], "Registration": [[0, "registration"]], "Running batch stitching": [[0, null]], "Segmentation": [[0, "segmentation"]], "Set up": [[0, "set-up"]], "Setting Up Windows Subsystem for Linux (WSL)": [[2, 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"usage"], [15, "usage"], [17, "usage"], [18, "usage"], [19, "usage"], [62, "usage"]], "Usage for Tukey\u2019s tests w/ reordering and renaming of conditions:": [[63, "usage-for-tukey-s-tests-w-reordering-and-renaming-of-conditions"]], "Usage for activating sample?? dirs for certain conditions:": [[84, "usage-for-activating-sample-dirs-for-certain-conditions"]], "Usage for atlas to atlas registration:": [[67, "usage-for-atlas-to-atlas-registration"]], "Usage for forward warping atlas to tissue space:": [[100, "usage-for-forward-warping-atlas-to-tissue-space"]], "Usage for inverse warping tissue to atlas space:": [[100, "usage-for-inverse-warping-tissue-to-atlas-space"]], "Usage for printing all non-zero intensities:": [[59, "usage-for-printing-all-non-zero-intensities"]], "Usage for printing the number of voxels for each intensity that is present:": [[59, "usage-for-printing-the-number-of-voxels-for-each-intensity-that-is-present"]], "Usage for printing unique intensities w/ a min 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"Usage to print all commands and module names:": [[77, "usage-to-print-all-commands-and-module-names"]], "Usage to print common commands and descriptions:": [[77, "usage-to-print-common-commands-and-descriptions"]], "Usage to replace voxels in image with the mean intensity in the brain where mask > 0:": [[85, "usage-to-replace-voxels-in-image-with-the-mean-intensity-in-the-brain-where-mask-0"]], "Usage to zero out voxels in image where mask < 1 (e.g., to preserve signal from segmented microglia clusters):": [[85, "usage-to-zero-out-voxels-in-image-where-mask-1-e-g-to-preserve-signal-from-segmented-microglia-clusters"]], "Usage to zero out voxels in image where mask > 0 (e.g., to exclude voxels representing artifacts):": [[85, "usage-to-zero-out-voxels-in-image-where-mask-0-e-g-to-exclude-voxels-representing-artifacts"]], "Usage w/ a tissue mask (warped to atlas space):": [[95, "usage-w-a-tissue-mask-warped-to-atlas-space"]], "Usage w/ additional options:": [[92, 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\ No newline at end of file
diff --git a/unravel/docs/_build/html/unravel/cluster_stats/recursively_mirror_rev_cluster_indices.html b/unravel/docs/_build/html/unravel/cluster_stats/recursively_mirror_rev_cluster_indices.html
index 0939b54a..4bfdc9bd 100644
--- a/unravel/docs/_build/html/unravel/cluster_stats/recursively_mirror_rev_cluster_indices.html
+++ b/unravel/docs/_build/html/unravel/cluster_stats/recursively_mirror_rev_cluster_indices.html
@@ -497,6 +497,13 @@ <h2>Usage<a class="headerlink" href="#usage" title="Link to this heading">#</a><
 <div><p>cluster_mirror_indices -m RH -v</p>
 </div></blockquote>
 <p>Use this command after <code class="docutils literal notranslate"><span class="pre">cluster_fdr</span></code> to mirror the cluster indices for the other side of the brain before running <code class="docutils literal notranslate"><span class="pre">cluster_validation</span></code>.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<ul class="simple">
+<li><p>Use -ax 2 and -s 0 for the CCFv3 2020 atlas.</p></li>
+<li><p>Use -ax 0 and -s 2 for the 25 um Gubra atlas</p></li>
+</ul>
+</div>
 </section>
 <dl class="py function">
 <dt class="sig sig-object py" id="unravel.cluster_stats.recursively_mirror_rev_cluster_indices.parse_args">
diff --git a/unravel/docs/_build/html/unravel/register/reg_prep.html b/unravel/docs/_build/html/unravel/register/reg_prep.html
index 85f442d5..870bcd65 100644
--- a/unravel/docs/_build/html/unravel/register/reg_prep.html
+++ b/unravel/docs/_build/html/unravel/register/reg_prep.html
@@ -494,7 +494,7 @@
 <section id="usage">
 <h2>Usage:<a class="headerlink" href="#usage" title="Link to this heading">#</a></h2>
 <blockquote>
-<div><p>reg_prep -i &lt;asterisk&gt;.czi [-e &lt;list of paths to exp dirs&gt;] [-v]</p>
+<div><p>reg_prep -i &lt;asterisk&gt;.czi -x &lt;x/y voxel size in microns&gt; -z &lt;z voxel size&gt; [-e &lt;list of paths to exp dirs&gt;] [-v]</p>
 </div></blockquote>
 <p>Run command from the experiment directory w/ sample?? folder(s), a sample?? folder, or provide -e or -d arguments.</p>
 <dl class="simple">
diff --git a/unravel/docs/_build/html/unravel/voxel_stats/mirror.html b/unravel/docs/_build/html/unravel/voxel_stats/mirror.html
index f56db7c9..c9d9bf8a 100644
--- a/unravel/docs/_build/html/unravel/voxel_stats/mirror.html
+++ b/unravel/docs/_build/html/unravel/voxel_stats/mirror.html
@@ -498,7 +498,10 @@ <h2>Usage:<a class="headerlink" href="#usage" title="Link to this heading">#</a>
 </div></blockquote>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
-<p>The current defaults are specific to our version of the Gubra atlas and may need to be adjusted for other atlases.</p>
+<ul class="simple">
+<li><p>Use -ax 2 and -s 0 for the CCFv3 2020 atlas.</p></li>
+<li><p>Use -ax 0 and -s 2 for the 25 um Gubra atlas</p></li>
+</ul>
 </div>
 </section>
 <dl class="py function">
@@ -508,7 +511,7 @@ <h2>Usage:<a class="headerlink" href="#usage" title="Link to this heading">#</a>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="unravel.voxel_stats.mirror.mirror">
-<span class="sig-prename descclassname"><span class="pre">unravel.voxel_stats.mirror.</span></span><span class="sig-name descname"><span class="pre">mirror</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">img</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axis</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shift</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/unravel/voxel_stats/mirror.html#mirror"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#unravel.voxel_stats.mirror.mirror" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">unravel.voxel_stats.mirror.</span></span><span class="sig-name descname"><span class="pre">mirror</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">img</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axis</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shift</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/unravel/voxel_stats/mirror.html#mirror"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#unravel.voxel_stats.mirror.mirror" title="Link to this definition">#</a></dt>
 <dd><p>Mirror an image along the specified axis and shift the content by the specified number of voxels.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>