diff --git a/.gitignore b/.gitignore
index d45865a..6f232a1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -18,5 +18,7 @@ bgstar_emcee.py
 .pytest_cache/
 tests/HD_131399_A_*.png
 tests/HD_131399_A_dynestyrun_results.pkl
-tests/gaia_query_6204835284262018688.fits
 tests/dynesty.save
+tests/yses2*
+tests/YSES_2*
+tests/gaia_query_*
\ No newline at end of file
diff --git a/README.md b/README.md
index 96678cf..b2e95a3 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# backtrack
+# backtracks
 Python package to fit relative astrometry with background star motion tracks.
 
 Written by Gilles Otten (@gotten), William Balmer (@wbalmer), and Tomas Stolker (@tomasstolker).
@@ -9,11 +9,11 @@ Current example (HD131399Ab) uses data from Wagner+22 and Nielsen+17. Thank you
 
 Log-likelihood borrowed heavily from `orbitize!` (BSD 3-clause).
 
-Currently requires and python 3.9 ish and `astropy`, `corner`, `dynesty`, `matplotlib`, `numpy`, `novas`, `novas_de405`, `orbitize` and their dependencies. Note that `novas` is not supported on Windows. You can create a working environment using conda+pip via a few lines of code:
+Currently requires and python >3.9,<3.11 and `astropy`, `corner`, `dynesty`, `matplotlib`, `numpy`, `novas`, `novas_de405`, `orbitize` and their dependencies. Note that `novas` is not supported on Windows (I use WSL for Windows to develop the code!). You can create a working environment using conda+pip via a few lines of code:
 
 ```
-conda create python=3.9 -n backtrack
-conda activate backtrack
+conda create python=3.11 -n backtracks
+conda activate backtracks
 conda install pip
 pip install backtracks
 ```
@@ -28,8 +28,8 @@ python hd131339a.py
 or, to clone the repo and install in development mode (we recommend this, as the code is a work in progress and you can easily fix bugs you will likely encounter this way):
 
 ```
-conda create python=3.9 -n backtrack
-conda activate backtrack
+conda create python=3.11 -n backtracks
+conda activate backtracks
 conda install pip
 git clone https://github.com/wbalmer/backtrack.git
 cd backtrack
diff --git a/backtracks/backtracks.py b/backtracks/backtracks.py
index d4e77bb..aec4295 100644
--- a/backtracks/backtracks.py
+++ b/backtracks/backtracks.py
@@ -316,7 +316,7 @@ def prior_transform(self, u):
 
         return param
 
-    def fit(self, dlogz=0.1, npool=4, dynamic=False, nlive=500, mpi_pool=False, resume=False):
+    def fit(self, dlogz=0.1, npool=4, dynamic=False, nlive=500, mpi_pool=False, resume=False, sample_method='unif'):
         """
         """
         print('[BACKTRACK INFO]: Beginning sampling, I hope')
@@ -337,7 +337,7 @@ def fit(self, dlogz=0.1, npool=4, dynamic=False, nlive=500, mpi_pool=False, resu
                             prior_transform=pool.prior_transform,
                             ndim=ndim,
                             pool=pool,
-                            # sample='rwalk',
+                            sample=sample_method,
                         )
 
                     dsampler.run_nested(
@@ -361,7 +361,7 @@ def fit(self, dlogz=0.1, npool=4, dynamic=False, nlive=500, mpi_pool=False, resu
                             ndim=ndim,
                             pool=pool,
                             nlive=nlive,
-                            # sample='rwalk',
+                            sample=sample_method,
                         )
 
                     dsampler.run_nested(
@@ -390,6 +390,7 @@ def fit(self, dlogz=0.1, npool=4, dynamic=False, nlive=500, mpi_pool=False, resu
                         prior_transform=self.prior_transform,
                         ndim=ndim,
                         pool=pool,
+                        sample=sample_method,
                     )
 
                 dsampler.run_nested(
@@ -413,6 +414,7 @@ def fit(self, dlogz=0.1, npool=4, dynamic=False, nlive=500, mpi_pool=False, resu
                         ndim=ndim,
                         pool=pool,
                         nlive=nlive,
+                        sample=sample_method,
                     )
 
                 dsampler.run_nested(
diff --git a/pyproject.toml b/pyproject.toml
index 5f52243..b5e52a7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,7 +5,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "backtracks"
-version = "0.3.1"
+version = "0.3.2"
 authors = [
   { name="William Balmer", email="wbalmer1@jhu.com" },
   { name="Gilles Otten", email="gpplotten@asiaa.sinica.edu.tw" },