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1. snap-stanford/lamp snap-stanford/lamp Public

   [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing

   Python 37 5

2. snap-stanford/le_pde snap-stanford/le_pde Public

   LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy

   Jupyter Notebook 22 5

3. snap-stanford/GIB snap-stanford/GIB Public

   Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs

   Jupyter Notebook 128 24

4. snap-stanford/zeroc snap-stanford/zeroc Public

   ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more complex, hierarchical concepts, even across domains

   Jupyter Notebook 29 4

5. AI_physicist AI_physicist Public

   AI Physicist, a paradigm with algorithms for learning theories from data, by Wu and Tegmark (2019)

   Python 32 9

6. pytorch_net pytorch_net Public

   Efficient construction and manipulation of nets with PyTorch

   Python 7 2