xychen's repositories
agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
bert
TensorFlow code and pre-trained models for BERT
BigGAN-PyTorch
The author's officially unofficial PyTorch BigGAN implementation.
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
glide-text2im
GLIDE: a diffusion-based text-conditional image synthesis model
gym
A toolkit for developing and comparing reinforcement learning algorithms.
ILearnDeepLearning.py
This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.
LaMCTS
The release codes of LA-MCTS with its application to Neural Architecture Search.
LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
LightGCN-PyTorch
The PyTorch implementation of LightGCN
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
recommenders
Best Practices on Recommendation Systems
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
summarize-from-feedback
Code for "Learning to summarize from human feedback"
Torch-Pruning
Structural Pruning for Model Acceleration
TransUnet
This repo reproduces the results of TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
tutorials
MONAI Tutorials
UniFormer
[ICLR2022] official implementation of UniFormer
ViT-pytorch
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
vit-pytorch-1
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
whisper
Robust Speech Recognition via Large-Scale Weak Supervision