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1. sde_sampler sde_sampler Public

   Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)

   Python 61 9

2. deep_kolmogorov deep_kolmogorov Public

   Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning (NeurIPS 2020)

   Python 22 7

3. robust_kolmogorov robust_kolmogorov Public

   Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning (ICML 2022)

   Python 3 1

4. bizoffermark/neural_wos bizoffermark/neural_wos Public

   Neural Walk-on-Spheres

   Python 15 1

5. neuraloperator/neuraloperator neuraloperator/neuraloperator Public

   Learning in infinite dimension with neural operators.

   Python 2.5k 640

6. facebookresearch/NeuralCompression facebookresearch/NeuralCompression Public

   A collection of tools for neural compression enthusiasts.

   Python 543 45