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Dong W's Projects

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

pytorch-vae icon pytorch-vae

PyTorch implementation of "Auto-Encoding Variational Bayes", arxiv:1312.6114

pytorch_flows icon pytorch_flows

Implementation and tutorials of normalizing flows with the novel distributions module

pytorchnlpbook icon pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

quicknat_pytorch icon quicknat_pytorch

PyTorch Implementation of QuickNAT, a fast brain MRI segmentation framework

rainbow icon rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

ray icon ray

A system for parallel and distributed Python that unifies the ML ecosystem.

rcan icon rcan

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

recitation10 icon recitation10

Repo with code for Recitation10 to practice code review and GitHub Flow

rendernet icon rendernet

Code for RenderNet: A deep convolutional network for differentiable rendering from 3D shapes

replica-dataset icon replica-dataset

The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .

rl-adventure icon rl-adventure

Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.

rl4nmt icon rl4nmt

Reinforcement Learning for Neural Machine Translation

rllab icon rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

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