Weilin Cong's repositories
graphstorm
Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.
deep-variance-reduction
On the Ineffectiveness of Variance Reduced Optimization for Deep Learning
DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
online-variance-reduction
Online Variance Reduction
PPO-PyTorch
Simple and beginner friendly implementation of Proximal Policy Optimization (PPO) in PyTorch
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
StochasticMirrorDescent
Stochastic Mirror Descent on CIFAR-10
StochasticProximalMethods
A collection of stochastic proximal gradient methods for composite non-convex problems.
svm-pytorch
Linear SVM with PyTorch