The Top 2,289 Pytorch Open Source Projects

Awesome Open Source

Awesome Open Source

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Applications 📦 192

Artificial Intelligence 📦 78

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Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

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Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

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Web User Interface 📦 210

The Top 2,289 Pytorch Open Source Projects

Categories > Machine Learning > Pytorch

Transformers ⭐ 44,616

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

Madewithml ⭐ 25,658

Learn how to responsibly deliver value with applied ML.

Real Time Voice Cloning ⭐ 23,842

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Fastai ⭐ 20,740

The fastai deep learning library

Pytorch Tutorial ⭐ 20,247

PyTorch Tutorial for Deep Learning Researchers

Pytorch Cyclegan And Pix2pix ⭐ 14,749

Image-to-Image Translation in PyTorch

Mmdetection ⭐ 14,447

OpenMMLab Detection Toolbox and Benchmark

Pytorch Handbook ⭐ 14,253

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

Netron ⭐ 14,092

Visualizer for neural network, deep learning, and machine learning models

Pytorch Lightning ⭐ 13,050

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

Dive Into Dl Pytorch ⭐ 12,515

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。

Fairseq ⭐ 11,821

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Awesome Pytorch List ⭐ 11,711

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Deep Learning With Tensorflow Book ⭐ 11,443

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.

Ncnn ⭐ 11,377

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Easyocr ⭐ 11,218

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Horovod ⭐ 11,105

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Pytorch_geometric ⭐ 10,744

Geometric Deep Learning Extension Library for PyTorch

Yolov5 ⭐ 10,355

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

Flair ⭐ 10,225

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Onnx ⭐ 10,069

Open standard for machine learning interoperability

Allennlp ⭐ 9,928

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

D2l En ⭐ 9,558

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Insightface ⭐ 8,962

Face Analysis Project on MXNet and PyTorch

Pytorch Image Models ⭐ 8,809

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Pytorch Book ⭐ 8,733

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》)

Nlp Tutorial ⭐ 8,653

Natural Language Processing Tutorial for Deep Learning Researchers

Bringing Old Photos Back To Life ⭐ 8,237

Bringing Old Photo Back to Life (CVPR 2020 oral)

The Incredible Pytorch ⭐ 8,035

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Pretrained Models.pytorch ⭐ 7,877

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Datasets ⭐ 7,217

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Pysyft ⭐ 7,077

A library for answering questions using data you cannot see

Yolov3 ⭐ 7,037

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Tensorboardx ⭐ 6,905

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

Deep universal probabilistic programming with Python and PyTorch

Chineseocr_lite ⭐ 6,569

超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

Generative Models ⭐ 6,484

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Faster Rcnn.pytorch ⭐ 6,183

A faster pytorch implementation of faster r-cnn

Python Small Examples ⭐ 6,019

告别枯燥，致力于打造 Python 实用小例子

Deepo ⭐ 5,969

Set up deep learning environment in a single command line.

Pytorch Tutorial ⭐ 5,881

Build your neural network easy and fast, 莫烦Python中文教学

Pytorch Cnn Visualizations ⭐ 5,460

Pytorch implementation of convolutional neural network visualization techniques

Stanza ⭐ 5,362

Official Stanford NLP Python Library for Many Human Languages

Mmdnn ⭐ 5,294

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.

Topdeeplearning ⭐ 5,212

A list of popular github projects related to deep learning

Pix2pixhd ⭐ 5,192

Synthesizing and manipulating 2048x1024 images with conditional GANs

Attention Is All You Need Pytorch ⭐ 5,187

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Chinese Bert Wwm ⭐ 5,167

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

Alphapose ⭐ 5,012

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

Deeplearning ⭐ 4,962

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Opennmt Py ⭐ 4,948

Open Source Neural Machine Translation in PyTorch

Pytorch Deep Learning ⭐ 4,870

Deep Learning (with PyTorch)

Face Alignment ⭐ 4,840

🔥 2D and 3D Face alignment library build using pytorch

Stargan ⭐ 4,806

StarGAN - Official PyTorch Implementation (CVPR 2018)

Course V3 ⭐ 4,717

The 3rd edition of course.fast.ai

Deepspeed ⭐ 4,679

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

Best Of Ml Python ⭐ 4,679

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Yet Another Efficientdet Pytorch ⭐ 4,609

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

Onnxruntime ⭐ 4,464

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Practical_rl ⭐ 4,448

A course in reinforcement learning in the wild

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

Open3d ⭐ 4,324

Open3D: A Modern Library for 3D Data Processing

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

Jukebox ⭐ 4,276

Code for the paper "Jukebox: A Generative Model for Music"

Ssd.pytorch ⭐ 4,243

A PyTorch Implementation of Single Shot MultiBox Detector

Bert Pytorch ⭐ 4,172

Google AI 2018 BERT pytorch implementation

Deeplearningzerotoall ⭐ 4,143

TensorFlow Basic Tutorial Labs

Pipeline ⭐ 4,107

PipelineAI Kubeflow Distribution

Deep Learning V2 Pytorch ⭐ 4,048

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Skorch ⭐ 3,910

A scikit-learn compatible neural network library that wraps PyTorch

Kornia ⭐ 3,853

Open Source Differentiable Computer Vision Library for PyTorch

Semantic Segmentation Pytorch ⭐ 3,832

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

Pytorch Cifar ⭐ 3,804

95.47% on CIFAR10 with PyTorch

Pytorch Unet ⭐ 3,781

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Deep Reinforcement Learning ⭐ 3,714

Repo for the Deep Reinforcement Learning Nanodegree program

Espnet ⭐ 3,676

End-to-End Speech Processing Toolkit

Mindsdb ⭐ 3,667

Predictive AI layer for existing databases.

D2l Pytorch ⭐ 3,656

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

Yolact ⭐ 3,634

A simple, fully convolutional model for real-time instance segmentation.

Ignite ⭐ 3,514

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Pytorchzerotoall ⭐ 3,479

Simple PyTorch Tutorials Zero to ALL!

Distiller ⭐ 3,460

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

Ai Learn ⭐ 3,269

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

Darts ⭐ 3,260

Differentiable architecture search for convolutional and recurrent networks

Segmentation_models.pytorch ⭐ 3,254

Segmentation models with pretrained backbones. PyTorch.

Albert_zh ⭐ 3,237

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Autogluon ⭐ 3,104

AutoGluon: AutoML for Text, Image, and Tabular Data

Simple Faster Rcnn Pytorch ⭐ 3,062

A simplified implemention of Faster R-CNN that replicate performance from origin paper

Siammask ⭐ 3,061

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

Pytorch Semseg ⭐ 3,051

Semantic Segmentation Architectures Implemented in PyTorch

Pytorch Summary ⭐ 3,044

Model summary in PyTorch similar to `model.summary()` in Keras

An easier way to build neural search on the cloud

Pytorch Yolo V3 ⭐ 3,034

A PyTorch implementation of the YOLO v3 object detection algorithm

Pytorch Metric Learning ⭐ 3,020

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Fastest unstructured dataset management for TensorFlow/PyTorch. Stream data real-time & version-control it. http://activeloop.ai

Pytorch Doc Zh ⭐ 2,981

Pytorch 中文文档

3ddfa ⭐ 2,972

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

Deep_reinforcement_learning_course ⭐ 2,961

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

1-100 of 2,289 projects

Advertising 📦 10

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

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

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