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The Top 4,799 Deep Learning Pytorch Open Source Projects

Categories > Machine Learning > Deep Learning
Transformers ⭐ 66,231
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 879total releases 84most recent commit 6 hours agopypi transformers} Downloads
Pytorch ⭐ 57,068
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 267most recent commit 5 hours ago
Real Time Voice Cloning ⭐ 35,115
Clone a voice in 5 seconds to generate arbitrary speech in real-time
most recent commit 23 days ago
Made With Ml ⭐ 30,331
Learn how to responsibly deliver value with ML.
most recent commit 2 days ago
Yolov5 ⭐ 28,072
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 26most recent commit 7 hours ago
Fastai ⭐ 22,451
The fastai deep learning library
dependent packages 115total releases 133most recent commit a day agopypi fastai} Downloads
Mockingbird ⭐ 22,120
🚀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
dependent packages 2total releases 9most recent commit 5 days agopypi mockingbirdonlyforuse} Downloads
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 9 months ago
Ray ⭐ 21,107
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
dependent packages 194total releases 73most recent commit 8 hours agopypi ray} Downloads
Gfpgan ⭐ 19,426
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 1total releases 6most recent commit 24 days agopypi gfpgan} Downloads
Lightning ⭐ 19,207
Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems).
dependent packages 378total releases 210most recent commit 5 hours agopypi pytorch-lightning} Downloads
Netron ⭐ 19,199
Visualizer for neural network, deep learning, and machine learning models
dependent packages 63total releases 469most recent commit 16 hours agopypi netron} Downloads
Pytorch Cyclegan And Pix2pix ⭐ 17,144
Image-to-Image Translation in PyTorch
most recent commit 3 months ago
Learnopencv ⭐ 16,607
Learn OpenCV : C++ and Python Examples
most recent commit 13 hours ago
Pytorch Handbook ⭐ 16,243
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
most recent commit 3 months ago
Easyocr ⭐ 15,114
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 36total releases 27most recent commit 9 days agopypi easyocr} Downloads
Pytorch_geometric ⭐ 14,934
Graph Neural Network Library for PyTorch
dependent packages 31total releases 33most recent commit 5 hours agopypi torch-geometric} Downloads
Ncnn ⭐ 14,856
ncnn is a high-performance neural network inference framework optimized for the mobile platform
total releases 13most recent commit 8 hours ago
D2l En ⭐ 13,852
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 18 hours ago
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。
most recent commit 9 months ago
Datasets ⭐ 13,721
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 196total releases 49most recent commit 5 hours agopypi datasets} Downloads
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 months ago
Onnx ⭐ 12,785
Open standard for machine learning interoperability
dependent packages 235total releases 26most recent commit 4 days agopypi onnx} Downloads
Horovod ⭐ 12,553
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 71most recent commit 20 hours agopypi horovod} Downloads
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.
most recent commit 10 months ago
Nni ⭐ 11,644
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 49most recent commit 8 hours agopypi nni} Downloads
Allennlp ⭐ 11,073
An open-source NLP research library, built on PyTorch.
dependent packages 62total releases 263most recent commit 2 days agopypi allennlp} Downloads
Best Of Ml Python ⭐ 10,882
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 18 hours ago
Clip As Service ⭐ 10,443
Embed images and sentences into fixed-length vectors with CLIP
dependent packages 12total releases 56most recent commit 3 days agopypi bert-serving-client} Downloads
Dgl ⭐ 9,897
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 30total releases 439most recent commit 5 hours agopypi dgl} Downloads
Annotated_deep_learning_paper_implementations ⭐ 9,795
🧑‍🏫 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, ... 🧠
dependent packages 1total releases 69most recent commit 2 days agopypi labml-nn} Downloads
Deep Learning For Image Processing ⭐ 9,731
deep learning for image processing including classification and object-detection etc.
most recent commit 7 days ago
The Incredible Pytorch ⭐ 8,822
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
most recent commit 2 months ago
Yolov3 ⭐ 8,803
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 2 days ago
Deeplearningexamples ⭐ 8,638
Deep Learning Examples
most recent commit a day ago
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》)
most recent commit a year ago
Ludwig ⭐ 8,410
Data-centric declarative deep learning framework
dependent packages 3total releases 25most recent commit 17 hours agopypi ludwig} Downloads
Pysyft ⭐ 8,192
A library for answering questions using data you cannot see
dependent packages 2total releases 89most recent commit 11 hours agopypi syft} Downloads
Awesome Semantic Segmentation ⭐ 8,065
🤘 awesome-semantic-segmentation
most recent commit a year ago
Pyro ⭐ 7,500
Deep universal probabilistic programming with Python and PyTorch
dependent packages 41total releases 29most recent commit 5 days agopypi pyro-ppl} Downloads
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit 2 months ago
Onnxruntime ⭐ 7,080
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 27total releases 24most recent commit 5 hours agonuget Microsoft.ML.OnnxRuntime} Downloads
Deepspeed ⭐ 6,976
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dependent packages 10total releases 47most recent commit 2 days agopypi deepspeed} Downloads
Yolox ⭐ 6,751
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
total releases 3most recent commit a day ago
Kornia ⭐ 6,729
Open Source Differentiable Computer Vision Library
dependent packages 54total releases 29most recent commit 7 hours agopypi kornia} Downloads
Attention Is All You Need Pytorch ⭐ 6,220
A PyTorch implementation of the Transformer model in "Attention is All You Need".
most recent commit 5 months ago
Deepo ⭐ 6,197
Setup and customize deep learning environment in seconds.
most recent commit 3 months ago
Stanza ⭐ 6,148
Official Stanford NLP Python Library for Many Human Languages
dependent packages 65total releases 15most recent commit 22 days agopypi stanza} Downloads
Pythonpark ⭐ 5,844
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
most recent commit 16 days ago
Pytorch Deep Learning ⭐ 5,801
Deep Learning (with PyTorch)
most recent commit 2 months ago
Pix2pixhd ⭐ 5,675
Synthesizing and manipulating 2048x1024 images with conditional GANs
most recent commit 3 months ago
Face Alignment ⭐ 5,593
🔥 2D and 3D Face alignment library build using pytorch
dependent packages 2total releases 11most recent commit 3 months agopypi face-alignment} Downloads
Tts ⭐ 5,500
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
most recent commit 6 months ago
Opennmt Py ⭐ 5,446
Open Source Neural Machine Translation in PyTorch
dependent packages 7total releases 19most recent commit 5 months agopypi OpenNMT-py} Downloads
Mmdnn ⭐ 5,430
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.
total releases 10most recent commit a year ago
Tts ⭐ 5,303
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
dependent packages 5total releases 36most recent commit a day agopypi TTS} Downloads
Einops ⭐ 5,261
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 195total releases 7most recent commit 4 days agopypi einops} Downloads
Gluon Cv ⭐ 5,235
Gluon CV Toolkit
dependent packages 44total releases 1,419most recent commit a day agopypi gluoncv} Downloads
Espnet ⭐ 5,217
End-to-End Speech Processing Toolkit
dependent packages 1total releases 26most recent commit a day agopypi espnet} Downloads
Pytorch Unet ⭐ 5,179
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 3 months ago
Ai Learn ⭐ 5,131
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：Py 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
most recent commit 8 days ago
Pytorch Grad Cam ⭐ 5,058
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples for classification, object detection, segmentation, embedding networks and more. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
total releases 19most recent commit a month ago
Mmf ⭐ 4,945
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
most recent commit 9 days ago
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
most recent commit 2 years ago
Practical_rl ⭐ 4,896
A course in reinforcement learning in the wild
most recent commit 2 months ago
Hub ⭐ 4,658
Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
dependent packages 1total releases 136most recent commit 9 hours agopypi hub} Downloads
Autogluon ⭐ 4,596
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 11total releases 616most recent commit 2 days agopypi autogluon.core} Downloads
Deep Learning V2 Pytorch ⭐ 4,561
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod
most recent commit 3 months ago
Pytorch Metric Learning ⭐ 4,529
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
dependent packages 10total releases 187most recent commit 2 days agopypi pytorch-metric-learning} Downloads
Ssd.pytorch ⭐ 4,507
A PyTorch Implementation of Single Shot MultiBox Detector
most recent commit 6 months ago
Dalle Pytorch ⭐ 4,370
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
total releases 172most recent commit a month ago
Nanodet ⭐ 4,316
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
most recent commit 2 months ago
Speechbrain ⭐ 4,227
A PyTorch-based Speech Toolkit
most recent commit 4 days ago
Deep Reinforcement Learning ⭐ 4,059
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 5 months ago
Client ⭐ 4,004
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 225total releases 226most recent commit 12 hours agopypi wandb} Downloads
Ignite ⭐ 3,991
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
dependent packages 52total releases 937most recent commit 2 days agopypi pytorch-ignite} Downloads
Bigdl ⭐ 3,963
Building Large-Scale AI Applications for Distributed Big Data
dependent packages 10total releases 16most recent commit 7 hours ago
Dali ⭐ 3,921
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
most recent commit 6 hours ago
Lama ⭐ 3,784
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
most recent commit a month ago
D2l Pytorch ⭐ 3,757
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
most recent commit 9 months ago
Bentoml ⭐ 3,666
The Unified Model Serving Framework 🍱
dependent packages 10total releases 70most recent commit 9 hours agopypi BentoML} Downloads
Tnn ⭐ 3,571
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
most recent commit 13 hours ago
Pytorchzerotoall ⭐ 3,565
Simple PyTorch Tutorials Zero to ALL!
most recent commit 9 months ago
Pytorch Doc Zh ⭐ 3,505
Pytorch 中文文档
total releases 5most recent commit 2 months ago
Satellite Image Deep Learning ⭐ 3,470
Resources for deep learning with satellite & aerial imagery
most recent commit 12 hours ago
Pytorch Summary ⭐ 3,454
Model summary in PyTorch similar to `model.summary()` in Keras
dependent packages 12total releases 12most recent commit 3 months agopypi torchsummary} Downloads
Deep_reinforcement_learning_course ⭐ 3,395
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
most recent commit 22 days ago
Mmediting ⭐ 3,341
MMEditing is a low-level vision toolbox based on PyTorch, supporting super-resolution, inpainting, matting, video interpolation, etc.
dependent packages 1total releases 11most recent commit 4 days agopypi mmedit} Downloads
Deep Person Reid ⭐ 3,336
Torchreid: Deep learning person re-identification in PyTorch.
most recent commit 2 months ago
Deep Learning In Production ⭐ 3,299
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
most recent commit 9 days ago
3ddfa ⭐ 3,243
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
most recent commit 2 months ago
Siammask ⭐ 3,226
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
most recent commit 5 months ago
Pytorch Semseg ⭐ 3,184
Semantic Segmentation Architectures Implemented in PyTorch
total releases 3most recent commit 6 months ago
Interviews.ai ⭐ 3,146
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
most recent commit 5 months ago
Monai ⭐ 3,131
AI Toolkit for Healthcare Imaging
dependent packages 19total releases 44most recent commit 7 hours agopypi monai} Downloads
Byteps ⭐ 3,130
A high performance and generic framework for distributed DNN training
total releases 8most recent commit 3 months ago
Polyaxon ⭐ 3,110
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 10total releases 331most recent commit 2 days agopypi polyaxon} Downloads
Kaolin ⭐ 3,094
A PyTorch Library for Accelerating 3D Deep Learning Research
most recent commit 17 days ago
Deep Learning Model Convertor ⭐ 3,066
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
most recent commit 5 months ago
Pytorch Vae ⭐ 3,058
A Collection of Variational Autoencoders (VAE) in PyTorch.
most recent commit 4 months ago
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