Xinqiang Ding

TD-VAE. Temporal Difference Variational Auto-Encoder (TD-VAE) (Implementation in PyTorch)

RealNVP. A PyTorch Implementation of Density Estimation Using Real NVP

Importance_Weighted_Autoencoders. A PyTorch Implementation of the Importance Weighted Autoencoders

DCA. Python

AIWAE. (AIWAE) Improving importance weighted auto-encoders with annealed importance sampling

NeuralNetwork_GPU-CUDA-_MNIST. A CUDA parallel implementation of feed forward neural network for MNIST recognition on GPU

Flows-on-Manifolds. Normalizing Flow on Tori

VariationalAutoEncoder_PyTorch. An implementation of Variational Auto-Encoder in PyTorch

Papers.

Algorithms. C++

StatisticsExamples. Codes showing statistics theory and methods using simple examples.

ResearchScripts. C++

MBAR_PyTorch. Python