Pinned

1. BayesianSindyAutoencoder BayesianSindyAutoencoder Public

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

   Jupyter Notebook 2 1

2. 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 22 3

3. 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 6 2

4. DongxiaW/Quantifying_Uncertainty_in_Deep_Spatiotemporal_Forecasting DongxiaW/Quantifying_Uncertainty_in_Deep_Spatiotemporal_Forecasting Public

   Quantifying Uncertainty in Deep Spatiotemporal Forecasting

   Python 9