diff --git a/.gitignore b/.gitignore
index c950b957..ef303339 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,5 @@
 docs/src/examples/
+docs/src/sg_execution_times.rst
 
 *build*
 *egg-info/
-*.npz
diff --git a/examples/lode_linear/environement.yml b/examples/lode_linear/environement.yml
index 6e07a10e..9b1a26e8 100644
--- a/examples/lode_linear/environement.yml
+++ b/examples/lode_linear/environement.yml
@@ -5,5 +5,5 @@ dependencies:
   - pip:
     - ase
     - metatensor
-    - equisolve @ git+https://github.com/lab-cosmo/equisolve.git@63c9c54046507b27f115efb1d9b9fa8a1573c4da
-    - rascaline @ git+https://github.com/Luthaf/rascaline@581d0ca4dece424b4594c8c3cac40a7381e13ae5
+    - equisolve @ git+https://github.com/lab-cosmo/equisolve.git@c858bedef4b2799eb445e4c92535ee387224089a
+    - rascaline @ git+https://github.com/Luthaf/rascaline@ca957642f512e141c7570e987aadc05c7ac71983
diff --git a/examples/roy_gch/.gitignore b/examples/roy_gch/.gitignore
new file mode 100644
index 00000000..85624b89
--- /dev/null
+++ b/examples/roy_gch/.gitignore
@@ -0,0 +1,2 @@
+*.json.gz
+*.npz
diff --git a/examples/roy_gch/environement.yml b/examples/roy_gch/environement.yml
index 4e0f54ed..c6947663 100644
--- a/examples/roy_gch/environement.yml
+++ b/examples/roy_gch/environement.yml
@@ -7,4 +7,4 @@ dependencies:
     - chemiscope @ git+https://github.com/lab-cosmo/chemiscope
     - skmatter
     - metatensor
-    - rascaline @ git+https://github.com/Luthaf/rascaline@581d0ca4dece424b4594c8c3cac40a7381e13ae5
+    - rascaline @ git+https://github.com/Luthaf/rascaline@ca957642f512e141c7570e987aadc05c7ac71983
diff --git a/examples/sample_selection/sample_selection_librascal.py b/examples/sample_selection/sample_selection_librascal.py
index efb49778..6fe92bea 100644
--- a/examples/sample_selection/sample_selection_librascal.py
+++ b/examples/sample_selection/sample_selection_librascal.py
@@ -10,6 +10,7 @@
 
 First, import all the necessary packages
 """
+
 # %%
 
 import ase.io
diff --git a/ipynb-to-gallery.py b/ipynb-to-gallery.py
index 89ca74a9..e1cdecf1 100755
--- a/ipynb-to-gallery.py
+++ b/ipynb-to-gallery.py
@@ -9,6 +9,7 @@
 Dependencies:
 pypandoc: install using `pip install pypandoc`
 """
+
 import json
 
 import pypandoc as pdoc