XinZhang525's repositories
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
CS549ML
This repository includes extra credit project for course CS549.
DC
This is the repository for Distributional Cloning.
dril
Disagreement-Regularized Imitation Learning
Dropbox-Uploader
Dropbox Uploader is a BASH script which can be used to upload, download, list or delete files from Dropbox, an online file sharing, synchronization and backup service.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
imitation-1
Clean PyTorch implementations of imitation and reward learning algorithms
Master-Template
Template and style files for ICLR
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).
pytorch-flows
PyTorch implementations of algorithms for density estimation
PyTorch-RL
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
SeqGAN-PyTorch
A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.
survae_flows
Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
torchsde
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
xinzhang.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes