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1. sindy-shred sindy-shred Public

   Code for paper Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks.

   Python 36 15

2. yyexela/T-SHRED yyexela/T-SHRED Public

   Software package for symbolic regression in the latent space for physical systems using SHRED with SINDy Attention Transformers.

   Jupyter Notebook 3

3. BayesianSindyAutoencoder BayesianSindyAutoencoder Public

   Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal Society A.

   Jupyter Notebook 11 3

4. Replica_Exchange_Stochastic_Gradient_MCMC Replica_Exchange_Stochastic_Gradient_MCMC Public

   Code for Non-convex Learning via Replica Exchange Stochastic Gradient MCMC, ICML 2020.

   Python 26 2

5. Roto-scale-translation-Equivariant-CNN Roto-scale-translation-Equivariant-CNN Public

   Code for Deformation Robust Roto-Scale-Translation Equivariant CNNs, Transactions on Machine Learning Research, 2022.

   Python 7 2

6. DongxiaW/Quantifying_Uncertainty_in_Deep_Spatiotemporal_Forecasting DongxiaW/Quantifying_Uncertainty_in_Deep_Spatiotemporal_Forecasting Public

   Quantifying Uncertainty in Deep Spatiotemporal Forecasting

   Python 12 1