Popular GitHub Repositories for Reproduction

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

A trainable PyTorch reproduction of AlphaFold 3.

OpenEMMA, a permissively licensed open source "reproduction" of Waymo’s EMMA model.

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

Open reproduction of MUSE for fast text2image generation.

(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.

OpenLLMWiki: Docs of OpenLLMAI. Survey, reproduction and domain/task adaptation of open source chatgpt alternatives/implementations. PiXiu-貔貅 means fortune.

A reproduction of growing neural cellular automata using PyTorch.

Reproduction code of paper "World Model-based Perception for Visual Legged Locomotion"

A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualization & analysis), papers(research and summary), deep learning models(reproduction and experiments).

Reproduction of the CVPR 2020 paper - Self-supervised monocular trained depth estimation using self-attention and discrete disparity volume

Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".

The code repo contains multiple code reproduction processes of various SOTA deep learning algorithms

Reproduction work of "Neural Relational Inference for Interacting Systems" in Chainer

Reproduction of the paper MirrorGAN: Learning Text-to-image Generation by Redescription

Reproduction of code described in the paper "Stock Market Prediction Based on Generative Adversarial Network" by Kang Zhang et al.

An unofficial code reproduction in the field of event extraction of EMNLP-19 paper "Event Detection with Multi-Order Graph Convolution and Aggregated Attention"

Reproduction of CGCNN with fine-tuning for predicting material properties

A (WIP) TensorFlow reproduction of Fu, Huang, Ding, Liao, and Paisley's method for single-image rain removal (https://arxiv.org/abs/1609.02087)