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The Top 12,323 Python Pytorch Open Source Projects

Transformers ⭐ 63,409
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 817total releases 81most recent commit 11 hours agopypi transformers} Downloads
Pytorch ⭐ 56,095
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 262most recent commit 10 hours ago
Real Time Voice Cloning ⭐ 34,451
Clone a voice in 5 seconds to generate arbitrary speech in real-time
most recent commit 25 days ago
Madewithml ⭐ 30,046
Learn how to responsibly deliver value with ML.
total releases 5most recent commit 6 days ago
Yolov5 ⭐ 26,429
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 25most recent commit 11 hours ago
Fastai ⭐ 22,272
The fastai deep learning library
dependent packages 114total releases 133most recent commit 4 days agopypi fastai} Downloads
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 7 months ago
Mockingbird ⭐ 21,531
🚀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 1total releases 9most recent commit a day agopypi mockingbirdonlyforuse} Downloads
Mmdetection ⭐ 19,699
OpenMMLab Detection Toolbox and Benchmark
dependent packages 8total releases 33most recent commit 3 days agopypi mmdet} Downloads
Gfpgan ⭐ 19,198
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 1total releases 6most recent commit 16 days agopypi gfpgan} Downloads
Pytorch Image Models ⭐ 18,470
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
dependent packages 89total releases 26most recent commit 4 days agopypi timm} Downloads
Pytorch Lightning ⭐ 18,453
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
dependent packages 352total releases 209most recent commit 12 hours agopypi pytorch-lightning} Downloads
Examples ⭐ 18,347
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
most recent commit 9 days ago
Pytorch Cyclegan And Pix2pix ⭐ 17,144
Image-to-Image Translation in PyTorch
most recent commit 2 months ago
Fairseq ⭐ 16,927
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
dependent packages 27total releases 9most recent commit 6 days agopypi fairseq} Downloads
Learnopencv ⭐ 16,327
Learn OpenCV : C++ and Python Examples
most recent commit 3 days ago
Easyocr ⭐ 14,671
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 30total releases 26most recent commit 17 days agopypi easyocr} Downloads
Pytorch_geometric ⭐ 14,638
Graph Neural Network Library for PyTorch
dependent packages 30total releases 33most recent commit 10 hours agopypi torch-geometric} Downloads
D2l En ⭐ 13,427
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 a day ago
Datasets ⭐ 13,384
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 184total releases 45most recent commit 10 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 22 days ago
Horovod ⭐ 12,431
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 71most recent commit a day 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 9 months ago
Insightface ⭐ 11,840
State-of-the-art 2D and 3D Face Analysis Project
dependent packages 4total releases 24most recent commit 3 days agopypi insightface} Downloads
Vision ⭐ 11,642
Datasets, Transforms and Models specific to Computer Vision
dependent packages 1,305total releases 30most recent commit 11 hours agopypi torchvision} Downloads
Flair ⭐ 11,592
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 47total releases 26most recent commit 2 days agopypi flair} Downloads
Nni ⭐ 11,483
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 11 hours agopypi nni} Downloads
Githubdaily ⭐ 11,061
创刊于 2015 年，坚持分享 GitHub 上高质量、有趣实用的开源技术教程、开发者工具、编程网站、技术资讯。
most recent commit 4 months ago
Real Esrgan ⭐ 11,026
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
total releases 9most recent commit 10 days ago
Allennlp ⭐ 10,980
An open-source NLP research library, built on PyTorch.
dependent packages 61total releases 263most recent commit 10 days agopypi allennlp} Downloads
Fastphotostyle ⭐ 10,656
Style transfer, deep learning, feature transform
most recent commit 7 months ago
Clip As Service ⭐ 10,302
Embed images and sentences into fixed-length vectors with CLIP
dependent packages 12total releases 56most recent commit 3 days agopypi bert-serving-client} Downloads
Bringing Old Photos Back To Life ⭐ 10,212
Bringing Old Photo Back to Life (CVPR 2020 oral)
most recent commit 2 months ago
Vit Pytorch ⭐ 9,831
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
dependent packages 3total releases 137most recent commit 16 days agopypi vit-pytorch} Downloads
Dgl ⭐ 9,608
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 28total releases 439most recent commit 16 hours agopypi dgl} Downloads
Best Of Ml Python ⭐ 9,460
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 6 days ago
Deep Learning For Image Processing ⭐ 9,043
deep learning for image processing including classification and object-detection etc.
most recent commit 18 hours 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 22 days ago
Maskrcnn Benchmark ⭐ 8,770
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
dependent packages 1total releases 3most recent commit 3 months agopypi maskrcnn-benchmark} Downloads
Yolov3 ⭐ 8,684
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 4 days 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
Deeplearningexamples ⭐ 8,421
Deep Learning Examples
most recent commit 14 hours ago
Ludwig ⭐ 8,279
Data-centric declarative deep learning framework
dependent packages 3total releases 23most recent commit 2 days agopypi ludwig} Downloads
Pysyft ⭐ 8,113
A library for answering questions using data you cannot see
dependent packages 2total releases 80most recent commit 12 hours agopypi syft} Downloads
Pretrained Models.pytorch ⭐ 8,094
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
dependent packages 28total releases 16most recent commit 10 months agopypi pretrainedmodels} Downloads
Sentence Transformers ⭐ 7,668
Multilingual Sentence & Image Embeddings with BERT
dependent packages 110total releases 41most recent commit 7 days agopypi sentence-transformers} Downloads
Pyro ⭐ 7,432
Deep universal probabilistic programming with Python and PyTorch
dependent packages 41total releases 29most recent commit 6 days agopypi pyro-ppl} Downloads
Tensorboardx ⭐ 7,338
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
dependent packages 209total releases 17most recent commit 5 days agopypi tensorboardX} Downloads
Dain ⭐ 7,059
Depth-Aware Video Frame Interpolation (CVPR 2019)
most recent commit 4 months ago
Python Small Examples ⭐ 6,908
告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work
total releases 7most recent commit 2 months ago
Mindsdb ⭐ 6,843
In-Database Machine Learning
dependent packages 1total releases 42most recent commit 11 hours agopypi mindsdb} Downloads
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 4 days ago
Deepspeed ⭐ 6,759
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dependent packages 10total releases 46most recent commit 11 hours agopypi deepspeed} Downloads
Chinese Bert Wwm ⭐ 6,735
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
most recent commit 2 months ago
Open3d ⭐ 6,725
Open3D: A Modern Library for 3D Data Processing
most recent commit 18 hours ago
Pytorch Yolov3 ⭐ 6,597
Minimal PyTorch implementation of YOLOv3
total releases 23most recent commit 2 months ago
Efficientnet Pytorch ⭐ 6,577
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
dependent packages 23total releases 13most recent commit 7 months agopypi efficientnet-pytorch} Downloads
Kornia ⭐ 6,554
Open Source Differentiable Computer Vision Library
dependent packages 54total releases 28most recent commit a day agopypi kornia} Downloads
Yolox ⭐ 6,418
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 2 days ago
Optuna ⭐ 6,411
A hyperparameter optimization framework
dependent packages 5total releases 20most recent commit 20 hours ago
Pytorch Cnn Visualizations ⭐ 6,386
Pytorch implementation of convolutional neural network visualization techniques
most recent commit 2 months ago
Apex ⭐ 6,345
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
most recent commit 12 hours ago
Pytext ⭐ 6,321
A natural language modeling framework based on PyTorch
total releases 13most recent commit 4 days ago
Attention Is All You Need Pytorch ⭐ 6,220
A PyTorch implementation of the Transformer model in "Attention is All You Need".
most recent commit 3 months ago
Deepo ⭐ 6,197
Setup and customize deep learning environment in seconds.
most recent commit 2 months ago
Stanza ⭐ 6,116
Official Stanford NLP Python Library for Many Human Languages
dependent packages 65total releases 15most recent commit 6 days agopypi stanza} Downloads
Tutorials ⭐ 6,028
PyTorch tutorials.
most recent commit a day ago
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
most recent commit 3 years ago
Tinygrad ⭐ 5,995
You like pytorch? You like micrograd? You love tinygrad! ❤️
most recent commit 5 days ago
Alphapose ⭐ 5,969
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
total releases 2most recent commit 2 months ago
Faster Rcnn.pytorch ⭐ 5,938
A faster pytorch implementation of faster r-cnn
most recent commit a year ago
Pythonpark ⭐ 5,688
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 a day ago
Pix2pixhd ⭐ 5,675
Synthesizing and manipulating 2048x1024 images with conditional GANs
most recent commit 2 months ago
Face Alignment ⭐ 5,593
🔥 2D and 3D Face alignment library build using pytorch
dependent packages 2total releases 11most recent commit 2 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 4 months ago
Opennmt Py ⭐ 5,446
Open Source Neural Machine Translation in PyTorch
dependent packages 6total releases 19most recent commit 3 months agopypi OpenNMT-py} Downloads
Gluon Cv ⭐ 5,192
Gluon CV Toolkit
dependent packages 44total releases 1,386most recent commit 6 days agopypi gluoncv} Downloads
Segmentation_models.pytorch ⭐ 5,181
Segmentation models with pretrained backbones. PyTorch.
dependent packages 31total releases 9most recent commit a month agopypi segmentation-models-pytorch} Downloads
Pytorch Unet ⭐ 5,179
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit a month ago
Espnet ⭐ 5,059
End-to-End Speech Processing Toolkit
dependent packages 1total releases 25most recent commit 14 hours agopypi espnet} Downloads
External Attention Pytorch ⭐ 4,984
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
most recent commit 23 days ago
Mmf ⭐ 4,908
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
most recent commit 21 hours ago
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
most recent commit 2 years ago
Tts ⭐ 4,790
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
dependent packages 5total releases 36most recent commit 3 days agopypi TTS} Downloads
Einops ⭐ 4,730
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 195total releases 7most recent commit 2 months agopypi einops} Downloads
Chineseocr ⭐ 4,703
yolo3+ocr
most recent commit 2 months ago
Haystack ⭐ 4,674
🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
dependent packages 2total releases 20most recent commit 10 hours agopypi farm-haystack} Downloads
Pytorch Grad Cam ⭐ 4,668
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 18most recent commit a month ago
Tianshou ⭐ 4,646
An elegant PyTorch deep reinforcement learning library.
dependent packages 3total releases 27most recent commit 2 days agopypi tianshou} Downloads
Jukebox ⭐ 4,560
Code for the paper "Jukebox: A Generative Model for Music"
most recent commit 9 months ago
Ssd.pytorch ⭐ 4,507
A PyTorch Implementation of Single Shot MultiBox Detector
most recent commit 5 months ago
Hub ⭐ 4,490
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 134most recent commit 15 hours agopypi hub} Downloads
Autogluon ⭐ 4,475
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 10total releases 580most recent commit 3 days agopypi autogluon.core} Downloads
Pytorch Cifar ⭐ 4,437
95.47% on CIFAR10 with PyTorch
most recent commit 4 months 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 13 days ago
Dalle Pytorch ⭐ 4,294
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
total releases 170most recent commit 4 days ago
Pytorch Metric Learning ⭐ 4,285
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
dependent packages 9total releases 184most recent commit 2 months agopypi pytorch-metric-learning} Downloads
Bert Pytorch ⭐ 4,189
Google AI 2018 BERT pytorch implementation
total releases 5most recent commit a year ago
Pytorch Examples ⭐ 4,170
Simple examples to introduce PyTorch
most recent commit 3 months ago
Deeplearningzerotoall ⭐ 4,126
TensorFlow Basic Tutorial Labs
most recent commit a year ago
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