xqding

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

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

DCA

Flows-on-Manifolds

Normalizing Flow on Tori

Papers

VariationalAutoEncoder_PyTorch

An implementation of Variational Auto-Encoder in PyTorch

MBAR_PyTorch

StatisticsExamples

Codes showing statistics theory and methods using simple examples.

Context-Dependent-Gating-RNN

Algorithm to alleviate catastrophic forgetting in neural networks by gating hidden units, in RNNs

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Lecture_Notes_GR

Lecture Notes on General Relativity, based on lectures by Dr. Frederic P. Schuller in 2015

nflows

Normalizing flows in PyTorch

NLL_MBAR

NonStandardDistributionSampling

nsf

Code for Neural Spline Flows paper

openmm

OpenMM is a toolkit for molecular simulation using high performance GPU code.

personal_website

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

RBM

starter-academic

🎓 Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify

TempTest

test

test_starter_academic

wowchemy-hugo-modules

📝 The website builder for Hugo. Build and deploy a beautiful website in minutes!

xqding.github.io_

xqding_academic.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes