shengwa

shengwa's Stars

• donnemartin/system-design-primer

  Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

  Language:Python279k6.6k30946.8k

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python136k1.1k16.3k27.3k

• google-research/bert

  TensorFlow code and pre-trained models for BERT

  Language:Python38.4k1k1.1k9.6k

• Lightning-AI/pytorch-lightning

  Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

  Language:Python28.6k2527.2k3.4k

• junyanz/pytorch-CycleGAN-and-pix2pix

  Image-to-Image Translation in PyTorch

  Language:Python23.3k3481.5k6.3k

• pyg-team/pytorch_geometric

  Graph Neural Network Library for PyTorch

  Language:Python21.6k2543.6k3.7k

• cool-RR/PySnooper

  Never use print for debugging again

  Language:Python16.4k230134955

• thunlp/GNNPapers

  Must-read papers on graph neural networks (GNN)

  16.1k600183k

• ShangtongZhang/reinforcement-learning-an-introduction

  Python Implementation of Reinforcement Learning: An Introduction

  Language:Python13.7k555994.8k

• allenai/allennlp

  An open-source NLP research library, built on PyTorch.

  Language:Python11.8k2802.6k2.3k

• grandyang/leetcode

  Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

  6.2k2412k737

• Lyken17/pytorch-OpCounter

  Count the MACs / FLOPs of your PyTorch model.

  Language:Python4.9k29170528

• martinarjovsky/WassersteinGAN

  Language:Python3.2k10461725

• openai/finetune-transformer-lm

  Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

  Language:Python2.2k7442502

• chemprop/chemprop

  Message Passing Neural Networks for Molecule Property Prediction

  Language:Python1.8k36567594

• microsoft/gated-graph-neural-network-samples

  Sample Code for Gated Graph Neural Networks

  Language:Python1k3714261

• molecularsets/moses

  Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

  Language:Python8413756244

• openseg-group/OCNet.pytorch

  Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!

  Language:Python8122467128

• wengong-jin/icml18-jtnn

  Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)

  Language:Python5141960189

• snap-stanford/GraphRNN

  Language:Python416609116

• shagunsodhani/Graph-Reading-Group

  Weekly reading group on Graphs at Mila

  27957024

• microsoft/constrained-graph-variational-autoencoder

  Sample code for Constrained Graph Variational Autoencoders

  Language:Python23311956

• EBjerrum/SMILES-enumeration

  SMILES enumeration for QSAR modelling using LSTM recurrent neural networks

  Language:Python22110871

• danieldjohnson/gated-graph-transformer-network

  Code to accompany the paper "Learning Graphical State Transitions"

  Language:Python1694121

• wengong-jin/iclr19-graph2graph

  Learning Multimodal Graph-to-Graph Translation for Molecular Optimization (ICLR 2019)

  Language:Python1488839

• dongjun-Lee/transfer-learning-text-tf

  Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

  Language:Python824421

• Hanjun-Dai/sdvae

  code for Syntax-Directed Variational Autoencoder that generates programs and molecues

  Language:Python799718

• wengong-jin/chemprop

  Chemical Property Prediction with Graph Convolutional Networks

  Language:Python6013154

• YuemingJin/MTRCNet-CL

  [MedIA'20]Multi-task recurrent convolutional network with correlation loss for surgical video analysis, winner algorithm at MICCAI'19 Surgical Workflow and Skill Analysis Challenge

  Language:Python470517

• thaonguyen19/gated-graph-neural-network-pytorch

  PyTorch implementation of Gated Graph Neural Networks by Microsoft Research

  Language:Python19202