diff --git a/Dockerfile b/Dockerfile
index 8de93d6e977d6752f5597fd08cf6eb877e038c30..3224cab2ade5595b7919641e29d456d6192b4cf8 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -289,31 +289,31 @@ WORKDIR $HOME
 RUN  cp -r tutorials test_tutorials
 
 WORKDIR $HOME/test_tutorials
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "ARISE.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "ARISE.ipynb"
 # RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "atomic_features.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "clustering_tutorial.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "cmlkit.ipynb"
-# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "CO2_SGD.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "compressed_sensing.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "convolutional_nn.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "decision_tree.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "descriptor_role.ipynb"
-# RUN jupyter nbconvert --ExecutePreprocessor.timeout=20000 --to notebook --execute "domain_of_applicability.ipynb"
-# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "dos_similarity_search.ipynb"
-# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "error_estimates.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "exploratory_analysis.ipynb"
-# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "gap_si_surface.ipynb"
-# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "grain_boundaries.ipynb"
-# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "kaggle_competition.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "krr4mat.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "nn_regression.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "perovskites_tolerance_factor.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=5000 --to notebook --execute "query_nomad_archive.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "sgd_alloys_oxygen_reduction_evolution.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "sgd_propylene_oxidation_hte.ipynb"
-# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "soap_atomic_charges.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "tcmi.ipynb"
-RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "tetradymite_PRM2020.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "clustering_tutorial.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "cmlkit.ipynb"
+# # RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "CO2_SGD.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "compressed_sensing.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "convolutional_nn.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "decision_tree.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "descriptor_role.ipynb"
+# # RUN jupyter nbconvert --ExecutePreprocessor.timeout=20000 --to notebook --execute "domain_of_applicability.ipynb"
+# # RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "dos_similarity_search.ipynb"
+# # RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "error_estimates.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "exploratory_analysis.ipynb"
+# # RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "gap_si_surface.ipynb"
+# # RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "grain_boundaries.ipynb"
+# # RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "kaggle_competition.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "krr4mat.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "nn_regression.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "perovskites_tolerance_factor.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=5000 --to notebook --execute "query_nomad_archive.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "sgd_alloys_oxygen_reduction_evolution.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "sgd_propylene_oxidation_hte.ipynb"
+# # RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "soap_atomic_charges.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "tcmi.ipynb"
+# RUN jupyter nbconvert --ExecutePreprocessor.timeout=1000 --to notebook --execute "tetradymite_PRM2020.ipynb"
 
 WORKDIR $HOME
 RUN rm -r test_tutorials