The Top 3,981 Deep Learning Pytorch Open Source Projects on Github

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The Top 3,981 Deep Learning Pytorch Open Source Projects on Github

Categories > Machine Learning > Deep Learning

Categories > Machine Learning > Pytorch

Real Time Voice Cloning ⭐ 30,537

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

Madewithml ⭐ 28,992

Learn how to responsibly deliver value with ML.

Pytorch Tutorial ⭐ 21,979

PyTorch Tutorial for Deep Learning Researchers

Fastai ⭐ 21,548

The fastai deep learning library

Yolov5 ⭐ 17,586

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Netron ⭐ 16,630

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

Pytorch Cyclegan And Pix2pix ⭐ 15,877

Image-to-Image Translation in PyTorch

Pytorch Lightning ⭐ 15,798

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

Pytorch Handbook ⭐ 15,519

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

Dive Into Dl Pytorch ⭐ 13,747

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 ⭐ 12,960

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

Pytorch_geometric ⭐ 12,823

Graph Neural Network Library for PyTorch

Easyocr ⭐ 12,810

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

Deep Learning With Tensorflow Book ⭐ 11,864

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.

Awesome Pytorch List ⭐ 11,778

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

Horovod ⭐ 11,778

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

Onnx ⭐ 11,569

Open standard for machine learning interoperability

D2l En ⭐ 11,258

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

Allennlp ⭐ 10,571

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

Mockingbird ⭐ 10,415

🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

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

Pytorch Book ⭐ 8,618

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》)

The Incredible Pytorch ⭐ 8,367

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

Pysyft ⭐ 7,664

A library for answering questions using data you cannot see

Yolov3 ⭐ 7,374

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Deeplearning ⭐ 6,030

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

Deepo ⭐ 6,010

Set up deep learning environment in a single command line.

Best Of Ml Python ⭐ 5,836

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

Attention Is All You Need Pytorch ⭐ 5,782

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

Stanza ⭐ 5,762

Official Stanford NLP Python Library for Many Human Languages

Deepspeed ⭐ 5,728

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

Onnxruntime ⭐ 5,627

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

Pix2pixhd ⭐ 5,460

Synthesizing and manipulating 2048x1024 images with conditional GANs

Pytorch Deep Learning ⭐ 5,447

Deep Learning (with PyTorch)

Annotated_deep_learning_paper_implementations ⭐ 5,337

🧑‍🏫 50! 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, ... 🧠

Opennmt Py ⭐ 5,286

Open Source Neural Machine Translation in PyTorch

Face Alignment ⭐ 5,263

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

Kornia ⭐ 5,145

Open Source Differentiable Computer Vision Library

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

Topdeeplearning ⭐ 4,901

A list of popular github projects related to deep learning

Course V3 ⭐ 4,740

The 3rd edition of course.fast.ai

Deep Learning For Image Processing ⭐ 4,680

deep learning for image processing including classification and object-detection etc.

Practical_rl ⭐ 4,675

A course in reinforcement learning in the wild

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

Pytorch Unet ⭐ 4,486

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

Deep Learning V2 Pytorch ⭐ 4,397

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

Espnet ⭐ 4,301

End-to-End Speech Processing Toolkit

Ssd.pytorch ⭐ 4,094

A PyTorch Implementation of Single Shot MultiBox Detector

Ai Learn ⭐ 3,947

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 ⭐ 3,757

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

Ignite ⭐ 3,737

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

Einops ⭐ 3,723

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

Autogluon ⭐ 3,714

AutoGluon: AutoML for Text, Image, and Tabular Data

Gfpgan ⭐ 3,663

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Pytorch Metric Learning ⭐ 3,660

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

Dataset format for AI. Easily build and manage datasets for machine and deep learning. Stream data real-time & version-control it. https://activeloop.ai

Pytorchzerotoall ⭐ 3,565

Simple PyTorch Tutorials Zero to ALL!

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

Client ⭐ 3,432

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Nanodet ⭐ 3,414

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Pytorch Grad Cam ⭐ 3,413

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

Pythonpark ⭐ 3,364

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

Pytorch Doc Zh ⭐ 3,301

Pytorch 中文文档

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

Pytorch Summary ⭐ 3,151

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

Pytorch Semseg ⭐ 3,094

Semantic Segmentation Architectures Implemented in PyTorch

3ddfa ⭐ 3,000

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

Deep Person Reid ⭐ 2,995

Torchreid: Deep learning person re-identification in PyTorch.

Byteps ⭐ 2,977

A high performance and generic framework for distributed DNN training

Polyaxon ⭐ 2,931

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

Deep Learning Model Convertor ⭐ 2,909

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

Deep Learning In Production ⭐ 2,909

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,878

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Data loaders and abstractions for text and NLP

[CVPR2020] Adversarial Latent Autoencoders

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

Resnest ⭐ 2,753

ResNeSt: Split-Attention Networks

Catalyst ⭐ 2,745

Accelerated deep learning R&D

Nlp Architect ⭐ 2,729

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

3d Resnets Pytorch ⭐ 2,677

3D ResNets for Action Recognition (CVPR 2018)

Deep_reinforcement_learning_course ⭐ 2,665

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

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Siammask ⭐ 2,620

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

Face.evolve ⭐ 2,573

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Pytorch A2c Ppo Acktr Gail ⭐ 2,546

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Alpha Zero General ⭐ 2,524

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Monodepth2 ⭐ 2,479

[ICCV 2019] Monocular depth estimation from a single image

Super Slomo ⭐ 2,463

PyTorch implementation of Super SloMo by Jiang et al.

Dlwpt Code ⭐ 2,407

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Monai ⭐ 2,403

AI Toolkit for Healthcare Imaging

Thinc ⭐ 2,389

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

Deepnlp Models Pytorch ⭐ 2,372

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Biggan Pytorch ⭐ 2,356

The author's officially unofficial PyTorch BigGAN implementation.

Spotlight ⭐ 2,329

Deep recommender models using PyTorch.

Imgclsmob ⭐ 2,316

Sandbox for training deep learning networks

Mmskeleton ⭐ 2,250

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

Ml Workspace ⭐ 2,232

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Gluon Ts ⭐ 2,182

Probabilistic time series modeling in Python

An Engine-Agnostic Deep Learning Framework in Java

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Command Line Interface 📦 48

Community 📦 81

Companies 📦 60

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Computer Science 📦 74

Configuration Management 📦 39

Content Management 📦 167

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Data Storage 📦 132

Economics 📦 60

Frameworks 📦 198

Graphics 📦 103

Hardware 📦 148

Integrated Development Environments 📦 47

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Libraries 📦 119

Lists Of Projects 📦 21

Machine Learning 📦 336

Mapping 📦 61

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 97

Networking 📦 304

Operating Systems 📦 84

Operations 📦 120

Package Managers 📦 52

Programming Languages 📦 229

Runtime Environments 📦 96

Science 📦 42

Security 📦 375

Social Media 📦 26

Software Architecture 📦 70

Software Development 📦 68

Software Performance 📦 57

Software Quality 📦 127

Text Editors 📦 45

Text Processing 📦 131

User Interface 📦 310

User Interface Components 📦 465

Version Control 📦 29

Virtualization 📦 68

Web Browsers 📦 38

Web Servers 📦 25

Web User Interface 📦 194

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