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The Top 13,052 Python Pytorch Open Source Projects

Transformers ⭐ 79,139
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 911total releases 91most recent commit 20 hours agopypi transformers} Downloads
Pytorch ⭐ 62,187
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 146total releases 23most recent commit 19 hours ago
Real Time Voice Cloning ⭐ 36,411
Clone a voice in 5 seconds to generate arbitrary speech in real-time
most recent commit 5 months ago
Yolov5 ⭐ 34,816
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 35most recent commit a day ago
Made With Ml ⭐ 31,441
Learn how to responsibly develop, deploy and maintain production machine learning applications.
total releases 5most recent commit 3 months ago
Gfpgan ⭐ 25,897
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 1total releases 11most recent commit 10 days agopypi gfpgan} Downloads
Mockingbird ⭐ 25,436
🚀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 a month agopypi mockingbirdonlyforuse} Downloads
Pytorch Tutorial ⭐ 25,263
PyTorch Tutorial for Deep Learning Researchers
most recent commit 2 months ago
Ray ⭐ 23,827
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
dependent packages 199total releases 76most recent commit 21 hours agopypi ray} Downloads
Fastai ⭐ 23,289
The fastai deep learning library
dependent packages 117total releases 143most recent commit 7 days agopypi fastai} Downloads
Pytorch Image Models ⭐ 23,184
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
dependent packages 105total releases 29most recent commit 2 days agopypi timm} Downloads
Mmdetection ⭐ 22,751
OpenMMLab Detection Toolbox and Benchmark
dependent packages 9total releases 37most recent commit 21 hours agopypi mmdet} Downloads
Lightning ⭐ 21,331
Deep learning framework to train, deploy, and ship AI products Lightning fast.
dependent packages 389total releases 221most recent commit a day agopypi pytorch-lightning} Downloads
Fairseq ⭐ 20,715
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
dependent packages 29total releases 13most recent commit 2 days agopypi fairseq} Downloads
Examples ⭐ 19,534
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
most recent commit 15 days ago
Pytorch Cyclegan And Pix2pix ⭐ 19,059
Image-to-Image Translation in PyTorch
most recent commit 10 days ago
Githubdaily ⭐ 18,034
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。A list cool, interesting projects of GitHub.
most recent commit a month ago
Learnopencv ⭐ 17,842
Learn OpenCV : C++ and Python Examples
most recent commit 3 days ago
Real Esrgan ⭐ 17,520
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
total releases 14most recent commit 13 days ago
Easyocr ⭐ 16,814
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 37total releases 30most recent commit 10 days agopypi easyocr} Downloads
Pytorch_geometric ⭐ 16,624
Graph Neural Network Library for PyTorch
dependent packages 38total releases 35most recent commit a day agopypi torch-geometric} Downloads
D2l En ⭐ 16,257
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 2 days ago
Datasets ⭐ 15,104
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 208total releases 52most recent commit 2 days agopypi datasets} Downloads
Onnx ⭐ 13,978
Open standard for machine learning interoperability
dependent packages 245total releases 26most recent commit a day agopypi onnx} Downloads
Deep Learning For Image Processing ⭐ 13,834
deep learning for image processing including classification and object-detection etc.
most recent commit 3 days ago
Awesome Pytorch List ⭐ 13,707
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 5 days ago
Insightface ⭐ 13,330
State-of-the-art 2D and 3D Face Analysis Project
dependent packages 4total releases 24most recent commit 6 days agopypi insightface} Downloads
Vision ⭐ 13,165
Datasets, Transforms and Models specific to Computer Vision
dependent packages 1,413total releases 32most recent commit 20 hours agopypi torchvision} Downloads
Horovod ⭐ 12,973
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 72most recent commit a day agopypi horovod} Downloads
Best Of Ml Python ⭐ 12,528
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 4 days ago
Mindsdb ⭐ 12,496
In-Database Machine Learning
dependent packages 1total releases 42most recent commit 2 days agopypi mindsdb} Downloads
Nni ⭐ 12,425
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 51most recent commit 6 days agopypi nni} Downloads
Flair ⭐ 12,401
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 52total releases 27most recent commit 3 days agopypi flair} Downloads
Vit Pytorch ⭐ 12,318
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 143most recent commit 2 months agopypi vit-pytorch} 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 a year ago
Allennlp ⭐ 11,300
An open-source NLP research library, built on PyTorch.
dependent packages 67total releases 264most recent commit 2 months agopypi allennlp} Downloads
Clip As Service ⭐ 11,167
🏄 Embed/reason/rank images and sentences with CLIP models
dependent packages 12total releases 56most recent commit 14 days agopypi bert-serving-client} Downloads
Bringing Old Photos Back To Life ⭐ 11,036
Bringing Old Photo Back to Life (CVPR 2020 oral)
most recent commit 3 months ago
Dgl ⭐ 11,018
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 31total releases 441most recent commit a day agopypi dgl} Downloads
Fastphotostyle ⭐ 10,879
Style transfer, deep learning, feature transform
most recent commit 5 months ago
Pytorch Book ⭐ 10,517
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 2 months ago
Deeplearningexamples ⭐ 10,121
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
most recent commit 3 days ago
Tinygrad ⭐ 10,008
You like pytorch? You like micrograd? You love tinygrad! ❤️
most recent commit 20 hours ago
Diffusers ⭐ 9,849
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
total releases 14most recent commit 20 hours ago
The Incredible Pytorch ⭐ 9,286
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
most recent commit 3 days ago
Yolov3 ⭐ 9,242
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit a month ago
Sentence Transformers ⭐ 9,234
Multilingual Sentence & Image Embeddings with BERT
dependent packages 127total releases 42most recent commit 4 days agopypi sentence-transformers} Downloads
Maskrcnn Benchmark ⭐ 8,770
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
dependent packages 1total releases 3most recent commit a year agopypi maskrcnn-benchmark} Downloads
Ludwig ⭐ 8,721
Data-centric declarative deep learning framework
dependent packages 3total releases 28most recent commit a day agopypi ludwig} Downloads
Ivy ⭐ 8,691
The Unified Machine Learning Framework
dependent packages 6total releases 20most recent commit 20 hours agopypi ivy-core} Downloads
Deepspeed ⭐ 8,624
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dependent packages 12total releases 53most recent commit a day agopypi deepspeed} Downloads
Pysyft ⭐ 8,542
Data science on data without acquiring a copy
dependent packages 2total releases 106most recent commit a day 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 2 years agopypi pretrainedmodels} Downloads
Open3d ⭐ 7,979
Open3D: A Modern Library for 3D Data Processing
most recent commit 2 days ago
Tts ⭐ 7,930
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
dependent packages 5total releases 39most recent commit a day agopypi TTS} Downloads
Yolox ⭐ 7,770
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 17 days ago
External Attention Pytorch ⭐ 7,766
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
most recent commit 14 days ago
Pyro ⭐ 7,761
Deep universal probabilistic programming with Python and PyTorch
dependent packages 42total releases 30most recent commit 3 days agopypi pyro-ppl} Downloads
Kornia ⭐ 7,655
Open Source Differentiable Computer Vision Library
dependent packages 58total releases 31most recent commit a day agopypi kornia} Downloads
Chinese Bert Wwm ⭐ 7,591
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
most recent commit 2 months ago
Tensorboardx ⭐ 7,510
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
dependent packages 221total releases 18most recent commit 21 hours agopypi tensorboardX} Downloads
Optuna ⭐ 7,504
A hyperparameter optimization framework
dependent packages 214total releases 49most recent commit a day agopypi optuna} Downloads
Lama Cleaner ⭐ 7,397
Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
total releases 9most recent commit 2 days ago
Python Small Examples ⭐ 7,135
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 5 months ago
Dain ⭐ 7,059
Depth-Aware Video Frame Interpolation (CVPR 2019)
most recent commit a year ago
Attention Is All You Need Pytorch ⭐ 7,000
A PyTorch implementation of the Transformer model in "Attention is All You Need".
most recent commit 2 months ago
Apex ⭐ 6,920
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
most recent commit 2 days ago
Pytorch Yolov3 ⭐ 6,901
Minimal PyTorch implementation of YOLOv3
total releases 23most recent commit 14 days ago
Pytorch Cnn Visualizations ⭐ 6,883
Pytorch implementation of convolutional neural network visualization techniques
most recent commit 4 months ago
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 8 months ago
Alphapose ⭐ 6,729
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
total releases 2most recent commit 18 days ago
Segmentation_models.pytorch ⭐ 6,687
Segmentation models with pretrained backbones. PyTorch.
dependent packages 34total releases 10most recent commit 9 days agopypi segmentation-models-pytorch} Downloads
Tutorials ⭐ 6,652
PyTorch tutorials.
most recent commit 2 days ago
Efficientnet Pytorch ⭐ 6,577
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
dependent packages 23total releases 13most recent commit a year agopypi efficientnet-pytorch} Downloads
Tts ⭐ 6,557
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
most recent commit 21 days ago
Pytorch Grad Cam ⭐ 6,552
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
dependent packages 1total releases 25most recent commit a month agopypi grad-cam} Downloads
Haystack ⭐ 6,540
🔍 Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.
dependent packages 2total releases 29most recent commit 2 days agopypi farm-haystack} Downloads
Pythonpark ⭐ 6,539
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 month ago
Stanza ⭐ 6,469
Official Stanford NLP Python Library for Many Human Languages
dependent packages 68total releases 17most recent commit 2 days agopypi stanza} Downloads
Pytext ⭐ 6,351
A natural language modeling framework based on PyTorch
total releases 13most recent commit 3 months ago
Deepo ⭐ 6,311
Setup and customize deep learning environment in seconds.
most recent commit a day ago
Pytorch Unet ⭐ 6,283
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 11 days ago
Einops ⭐ 6,261
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 260total releases 7most recent commit 11 days agopypi einops} Downloads
Jukebox ⭐ 6,091
Code for the paper "Jukebox: A Generative Model for Music"
most recent commit 6 days ago
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
most recent commit 4 years ago
Espnet ⭐ 5,986
End-to-End Speech Processing Toolkit
dependent packages 3total releases 27most recent commit a day agopypi espnet} Downloads
Face Alignment ⭐ 5,986
🔥 2D and 3D Face alignment library build using pytorch
dependent packages 2total releases 11most recent commit 2 months agopypi face-alignment} Downloads
Faster Rcnn.pytorch ⭐ 5,938
A faster pytorch implementation of faster r-cnn
most recent commit 2 years ago
Opennmt Py ⭐ 5,876
Open Source Neural Machine Translation in PyTorch
dependent packages 7total releases 20most recent commit 3 days agopypi OpenNMT-py} Downloads
Techniques ⭐ 5,832
Techniques for deep learning with satellite & aerial imagery
most recent commit 3 days ago
Pix2pixhd ⭐ 5,675
Synthesizing and manipulating 2048x1024 images with conditional GANs
dependent packages 1total releases 1most recent commit 10 months agopypi pix2pixhd} Downloads
Tianshou ⭐ 5,628
An elegant PyTorch deep reinforcement learning library.
dependent packages 4total releases 29most recent commit 4 days agopypi tianshou} Downloads
Mmdnn ⭐ 5,623
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 4 months ago
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 44total releases 1,514most recent commit 11 days agopypi gluoncv} Downloads
Wandb ⭐ 5,368
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 232total releases 237most recent commit a day agopypi wandb} Downloads
Autogluon ⭐ 5,274
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
most recent commit a day ago
Speechbrain ⭐ 5,239
A PyTorch-based Speech Toolkit
most recent commit a day ago
Deeplake ⭐ 5,189
Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai
dependent packages 1total releases 149most recent commit a day agopypi hub} Downloads
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 7 months ago
Mmf ⭐ 5,125
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
most recent commit 2 days ago
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