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Code for NeurIPS
Code for NeurIPS
 
 
autoencoders
autoencoders
 
 
creating
creating
 
 
experiments
experiments
 
 
gifs
gifs
 
 
utils
utils
 
 
.gitignore
.gitignore
 
 
.rolos_env.sh
.rolos_env.sh
 
 
Autoencoders Algebra.ipynb
Autoencoders Algebra.ipynb
 
 
Autoencoders Trajectory.ipynb
Autoencoders Trajectory.ipynb
 
 
Contrastive Learning.ipynb
Contrastive Learning.ipynb
 
 
Manifold Learning Encode Decode.ipynb
Manifold Learning Encode Decode.ipynb
 
 
Matrix Comparison after Spectral Embedding.ipynb
Matrix Comparison after Spectral Embedding.ipynb
 
 
Matrix Comparison after UMAP.ipynb
Matrix Comparison after UMAP.ipynb
 
 
README.md
README.md
 
 
Replicating Soljacic.ipynb
Replicating Soljacic.ipynb
 
 
Score based on orders with my new distances.ipynb
Score based on orders with my new distances.ipynb
 
 
Score based on orders with wasserstein distances.ipynb
Score based on orders with wasserstein distances.ipynb
 
 
Visualize Trajectories.ipynb
Visualize Trajectories.ipynb
 
 
ai_prentice_wasserstein.py
ai_prentice_wasserstein.py
 
 
find_early_stopping_parameters.ipynb
find_early_stopping_parameters.ipynb
 
 
joint autoencoders.ipynb
joint autoencoders.ipynb
 
 
mds.ipynb
mds.ipynb
 
 
noise.ipynb
noise.ipynb
 
 
prentice_coupled_oscillator.ipynb
prentice_coupled_oscillator.ipynb
 
 
prentice_double_pendulum.ipynb
prentice_double_pendulum.ipynb
 
 
prentice_double_pendulum_he.ipynb
prentice_double_pendulum_he.ipynb
 
 
prentice_double_pendulum_le.ipynb
prentice_double_pendulum_le.ipynb
 
 
prentice_harmonic_oscillator.ipynb
prentice_harmonic_oscillator.ipynb
 
 
prentice_kdv.ipynb
prentice_kdv.ipynb
 
 
prentice_kepler_problem.ipynb
prentice_kepler_problem.ipynb
 
 
prentice_kepler_problem_full_angle.ipynb
prentice_kepler_problem_full_angle.ipynb
 
 
prentice_noisy_pendulum.ipynb
prentice_noisy_pendulum.ipynb
 
 
prentice_pendulum.ipynb
prentice_pendulum.ipynb
 
 
prentice_turing.ipynb
prentice_turing.ipynb
 
 
preprocessing.py
preprocessing.py
 
 
requirements.txt
requirements.txt
 
 
train-ae.py
train-ae.py
 
 

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ai-prentice-conservation-laws

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