Awesome Open Source
Awesome Open Source
Combined Topics
pytorch x
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210

The Top 2,470 Pytorch Open Source Projects

Transformers ⭐ 49,104
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
Real Time Voice Cloning ⭐ 28,303
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Madewithml ⭐ 27,492
Learn how to responsibly deliver value with ML.
Pytorch Tutorial ⭐ 21,379
PyTorch Tutorial for Deep Learning Researchers
Fastai ⭐ 21,201
The fastai deep learning library
Mmdetection ⭐ 15,843
OpenMMLab Detection Toolbox and Benchmark
Pytorch Cyclegan And Pix2pix ⭐ 15,517
Image-to-Image Translation in PyTorch
Netron ⭐ 15,323
Visualizer for neural network, deep learning, and machine learning models
Pytorch Handbook ⭐ 14,910
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
Pytorch Lightning ⭐ 14,708
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Yolov5 ⭐ 14,358
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Fairseq ⭐ 13,422
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Dive Into Dl Pytorch ⭐ 13,186
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Ncnn ⭐ 12,271
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Easyocr ⭐ 12,159
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Awesome Pytorch List ⭐ 12,049
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Pytorch Image Models ⭐ 11,934
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Deep Learning With Tensorflow Book ⭐ 11,787
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
Pytorch_geometric ⭐ 11,601
Geometric Deep Learning Extension Library for PyTorch
Horovod ⭐ 11,493
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Onnx ⭐ 11,039
Open standard for machine learning interoperability
Flair ⭐ 10,621
A very simple framework for state-of-the-art Natural Language Processing (NLP)
D2l En ⭐ 10,548
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Allennlp ⭐ 10,355
An open-source NLP research library, built on PyTorch.
Nni ⭐ 10,040
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Insightface ⭐ 9,756
State-of-the-art 2D and 3D Face Analysis Project
Nlp Tutorial ⭐ 9,121
Natural Language Processing Tutorial for Deep Learning Researchers
Pytorch Book ⭐ 9,066
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
Bringing Old Photos Back To Life ⭐ 8,811
Bringing Old Photo Back to Life (CVPR 2020 oral)
Datasets ⭐ 8,699
🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools
The Incredible Pytorch ⭐ 8,381
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Pretrained Models.pytorch ⭐ 8,094
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Yolov3 ⭐ 7,598
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
Pysyft ⭐ 7,412
A library for answering questions using data you cannot see
Tensorboardx ⭐ 7,047
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
Pyro ⭐ 7,035
Deep universal probabilistic programming with Python and PyTorch
Chineseocr_lite ⭐ 7,024
超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
Generative Models ⭐ 6,598
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Faster Rcnn.pytorch ⭐ 6,376
A faster pytorch implementation of faster r-cnn
Python Small Examples ⭐ 6,274
告别枯燥，致力于打造 Python 实用小例子
Pytorch Tutorial ⭐ 6,150
Build your neural network easy and fast, 莫烦Python中文教学
Deepo ⭐ 6,061
Set up deep learning environment in a single command line.
Pytorch Cnn Visualizations ⭐ 5,791
Pytorch implementation of convolutional neural network visualization techniques
Chinese Bert Wwm ⭐ 5,726
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
Attention Is All You Need Pytorch ⭐ 5,590
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Stanza ⭐ 5,575
Official Stanford NLP Python Library for Many Human Languages
Deeplearning ⭐ 5,528
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Best Of Ml Python ⭐ 5,514
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Mmdnn ⭐ 5,397
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
Pix2pixhd ⭐ 5,377
Synthesizing and manipulating 2048x1024 images with conditional GANs
Alphapose ⭐ 5,326
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
Deepspeed ⭐ 5,301
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Topdeeplearning ⭐ 5,273
A list of popular github projects related to deep learning
Pytorch Deep Learning ⭐ 5,219
Deep Learning (with PyTorch)
Opennmt Py ⭐ 5,137
Open Source Neural Machine Translation in PyTorch
Face Alignment ⭐ 5,090
🔥 2D and 3D Face alignment library build using pytorch
Onnxruntime ⭐ 4,972
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Tts ⭐ 4,942
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
Open3d ⭐ 4,880
Open3D: A Modern Library for 3D Data Processing
Stargan ⭐ 4,878
StarGAN - Official PyTorch Implementation (CVPR 2018)
Yet Another Efficientdet Pytorch ⭐ 4,777
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Course V3 ⭐ 4,750
The 3rd edition of course.fast.ai
Practical_rl ⭐ 4,599
A course in reinforcement learning in the wild
Jukebox ⭐ 4,525
Code for the paper "Jukebox: A Generative Model for Music"
Mmf ⭐ 4,516
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
Bert Pytorch ⭐ 4,383
Google AI 2018 BERT pytorch implementation
Ssd.pytorch ⭐ 4,365
A PyTorch Implementation of Single Shot MultiBox Detector
Kornia ⭐ 4,324
Open Source Differentiable Computer Vision Library for PyTorch
Deep Learning V2 Pytorch ⭐ 4,252
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Pytorch Unet ⭐ 4,198
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Deeplearningzerotoall ⭐ 4,194
TensorFlow Basic Tutorial Labs
Pipeline ⭐ 4,115
PipelineAI Kubeflow Distribution
Pytorch Cifar ⭐ 4,065
95.47% on CIFAR10 with PyTorch
Skorch ⭐ 4,061
A scikit-learn compatible neural network library that wraps PyTorch
Semantic Segmentation Pytorch ⭐ 3,992
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
Espnet ⭐ 3,989
End-to-End Speech Processing Toolkit
Deep Reinforcement Learning ⭐ 3,853
Repo for the Deep Reinforcement Learning Nanodegree program
Yolact ⭐ 3,843
A simple, fully convolutional model for real-time instance segmentation.
Pyprobml ⭐ 3,838
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
Mindsdb ⭐ 3,830
Predictive AI layer for existing databases.
Segmentation_models.pytorch ⭐ 3,830
Segmentation models with pretrained backbones. PyTorch.
Ai Learn ⭐ 3,751
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
D2l Pytorch ⭐ 3,725
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
Ignite ⭐ 3,626
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
Distiller ⭐ 3,590
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Pytorchzerotoall ⭐ 3,531
Simple PyTorch Tutorials Zero to ALL!
Autogluon ⭐ 3,489
AutoGluon: AutoML for Text, Image, and Tabular Data
Pytorch Metric Learning ⭐ 3,461
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Deep Learning For Image Processing ⭐ 3,455
deep learning for image processing including classification and object-detection etc.
Einops ⭐ 3,424
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Dali ⭐ 3,398
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Darts ⭐ 3,368
Differentiable architecture search for convolutional and recurrent networks
Albert_zh ⭐ 3,362
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
Hub ⭐ 3,352
Fastest dataset optimization and management for machine and deep learning. Stream data real-time & version-control it. http://activeloop.ai
Pytorch Yolov4 ⭐ 3,324
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Annotated_deep_learning_paper_implementations ⭐ 3,311
🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback, vit), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, distillation, etc.
Tianshou ⭐ 3,293
An elegant PyTorch deep reinforcement learning library.
Simple Faster Rcnn Pytorch ⭐ 3,216
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Pytorch Summary ⭐ 3,180
Model summary in PyTorch similar to `model.summary()` in Keras
Client ⭐ 3,162
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
1-100 of 2,470 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210