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Yangheng Zhao's Projects

2048-api icon 2048-api

A 2048 api for training supervised learning (imitation learning) or reinforcement learning agents

2048-nn icon 2048-nn

A Deep Learning AI for 2048 (2048:94.15%, 4096:78.48%, 8192: 34.5% 16384: 0.177%)

boommine icon boommine

BoomMine - A CV-Based Minesweeper Cheat

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

iterm2-color-schemes icon iterm2-color-schemes

Over 200 terminal color schemes/themes for iTerm/iTerm2 (with ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remina, Termite, XFCE, Tilda, FreeBSD VT, and Terminator)

mnist_tutorial icon mnist_tutorial

A tutorial for mnist hand writen digit classification using sklearn, pytorch and keras.

pose-transfer icon pose-transfer

Code for the paper Progressive Pose Attention for Person Image Generation in CVPR19 (Oral).

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-pretrained-bert icon pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

torchsparse icon torchsparse

A high-performance neural network library for point cloud processing.

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