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The Top 18,188 Pytorch Open Source Projects

Transformers ⭐ 79,841
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 911total releases 91most recent commit 8 hours agopypi transformers} Downloads
Pytorch ⭐ 62,433
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 146total releases 23most recent commit 8 hours ago
Chinese Poetry ⭐ 38,717
The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。
most recent commit 5 days 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 ⭐ 35,062
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 35most recent commit 10 hours 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
Mockingbird ⭐ 26,099
🚀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 3 days agopypi mockingbirdonlyforuse} Downloads
Gfpgan ⭐ 26,043
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 1total releases 11most recent commit 8 days agopypi gfpgan} Downloads
Pytorch Tutorial ⭐ 25,263
PyTorch Tutorial for Deep Learning Researchers
most recent commit 2 months ago
Ray ⭐ 23,942
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 8 hours agopypi ray} Downloads
Fastai ⭐ 23,335
The fastai deep learning library
dependent packages 117total releases 143most recent commit 6 days agopypi fastai} Downloads
Pytorch Image Models ⭐ 23,312
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 12 hours agopypi timm} Downloads
Mmdetection ⭐ 22,835
OpenMMLab Detection Toolbox and Benchmark
dependent packages 9total releases 37most recent commit 16 hours agopypi mmdet} Downloads
Lightning ⭐ 21,439
Deep learning framework to train, deploy, and ship AI products Lightning fast.
dependent packages 389total releases 221most recent commit 8 hours agopypi pytorch-lightning} Downloads
Netron ⭐ 21,227
Visualizer for neural network, deep learning, and machine learning models
dependent packages 63total releases 489most recent commit a day agopypi netron} Downloads
Fairseq ⭐ 20,786
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
dependent packages 29total releases 13most recent commit 2 days agopypi fairseq} Downloads
Examples ⭐ 19,624
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
most recent commit 3 days ago
Pytorch Cyclegan And Pix2pix ⭐ 19,059
Image-to-Image Translation in PyTorch
most recent commit 18 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 ⭐ 17,875
Learn OpenCV : C++ and Python Examples
most recent commit 5 days ago
Real Esrgan ⭐ 17,794
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
total releases 14most recent commit 6 days ago
Annotated_deep_learning_paper_implementations ⭐ 16,842
🧑‍🏫 59 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 76most recent commit 5 days agopypi labml-nn} Downloads
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 18 days agopypi easyocr} Downloads
Pytorch_geometric ⭐ 16,693
Graph Neural Network Library for PyTorch
dependent packages 38total releases 35most recent commit 9 hours agopypi torch-geometric} Downloads
Ncnn ⭐ 16,362
ncnn is a high-performance neural network inference framework optimized for the mobile platform
total releases 19most recent commit 13 hours ago
D2l En ⭐ 16,330
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 3 days 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 10 months ago
Deeplearning Models ⭐ 15,546
A collection of various deep learning architectures, models, and tips
most recent commit 9 days ago
Datasets ⭐ 15,159
🤗 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 a day agopypi datasets} Downloads
Onnx ⭐ 14,017
Open standard for machine learning interoperability
dependent packages 245total releases 26most recent commit 8 hours agopypi onnx} Downloads
Deep Learning For Image Processing ⭐ 13,834
deep learning for image processing including classification and object-detection etc.
most recent commit 11 days 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 a year 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 13 days ago
Insightface ⭐ 13,389
State-of-the-art 2D and 3D Face Analysis Project
dependent packages 4total releases 24most recent commit 3 days agopypi insightface} Downloads
Vision ⭐ 13,219
Datasets, Transforms and Models specific to Computer Vision
dependent packages 1,413total releases 32most recent commit 8 hours agopypi torchvision} Downloads
Mindsdb ⭐ 13,033
In-Database Machine Learning
dependent packages 1total releases 42most recent commit 8 hours agopypi mindsdb} Downloads
Horovod ⭐ 12,991
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 72most recent commit 17 hours agopypi horovod} Downloads
Vit Pytorch ⭐ 12,780
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 11 hours agopypi vit-pytorch} Downloads
Best Of Ml Python ⭐ 12,586
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 4 days ago
Nni ⭐ 12,460
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 10 hours agopypi nni} Downloads
Flair ⭐ 12,441
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 52total releases 27most recent commit 13 hours agopypi flair} Downloads
Nlp Tutorial ⭐ 11,987
Natural Language Processing Tutorial for Deep Learning Researchers
most recent commit 5 days ago
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
Bringing Old Photos Back To Life ⭐ 11,465
Bringing Old Photo Back to Life (CVPR 2020 oral)
most recent commit 6 days ago
Allennlp ⭐ 11,300
An open-source NLP research library, built on PyTorch.
dependent packages 67total releases 264most recent commit 3 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 22 days agopypi bert-serving-client} Downloads
Dgl ⭐ 11,050
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 31total releases 441most recent commit 8 hours 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
Tinygrad ⭐ 10,201
You like pytorch? You like micrograd? You love tinygrad! ❤️
most recent commit 8 hours ago
Deeplearningexamples ⭐ 10,181
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 11 hours ago
Diffusers ⭐ 10,063
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
total releases 14most recent commit 8 hours ago
Chineseocr_lite ⭐ 9,933
超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
total releases 2most recent commit 7 days ago
Sentence Transformers ⭐ 9,309
Multilingual Sentence & Image Embeddings with BERT
dependent packages 127total releases 42most recent commit 3 days agopypi sentence-transformers} Downloads
The Incredible Pytorch ⭐ 9,286
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
most recent commit 11 days ago
Yolov3 ⭐ 9,242
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit a month ago
State Of The Art Result For Machine Learning Problems ⭐ 8,952
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
most recent commit 4 years ago
Ivy ⭐ 8,844
The Unified Machine Learning Framework
dependent packages 6total releases 20most recent commit 8 hours agopypi ivy-core} Downloads
Cvat ⭐ 8,774
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
total releases 2most recent commit 10 hours 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 a year agopypi maskrcnn-benchmark} Downloads
Ludwig ⭐ 8,739
Data-centric declarative deep learning framework
dependent packages 3total releases 28most recent commit 8 hours agopypi ludwig} Downloads
Deepspeed ⭐ 8,716
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dependent packages 12total releases 53most recent commit 9 hours agopypi deepspeed} Downloads
Yolov7 ⭐ 8,553
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
most recent commit 14 hours ago
Pysyft ⭐ 8,549
Data science on data without acquiring a copy
dependent packages 2total releases 106most recent commit 10 hours agopypi syft} Downloads
Onnxruntime ⭐ 8,220
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 30total releases 26most recent commit 8 hours agonuget Microsoft.ML.OnnxRuntime} 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
Tts ⭐ 8,080
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
dependent packages 5total releases 39most recent commit 17 hours agopypi TTS} Downloads
Awesome Semantic Segmentation ⭐ 8,065
🤘 awesome-semantic-segmentation
most recent commit 2 years ago
Open3d ⭐ 8,022
Open3D: A Modern Library for 3D Data Processing
most recent commit 13 hours ago
Yolox ⭐ 7,818
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 18 hours ago
Pyro ⭐ 7,769
Deep universal probabilistic programming with Python and PyTorch
dependent packages 42total releases 30most recent commit 4 days agopypi pyro-ppl} Downloads
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 22 days ago
Lama Cleaner ⭐ 7,734
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
Kornia ⭐ 7,697
Open Source Differentiable Computer Vision Library
dependent packages 58total releases 31most recent commit 2 days 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 3 months ago
Optuna ⭐ 7,536
A hyperparameter optimization framework
dependent packages 214total releases 49most recent commit 18 hours agopypi optuna} Downloads
Tensorboardx ⭐ 7,513
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
dependent packages 221total releases 18most recent commit 9 days agopypi tensorboardX} Downloads
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit 10 months ago
Pytorch Tutorial ⭐ 7,263
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 6 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 3 months ago
Apex ⭐ 6,935
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
most recent commit 12 hours ago
Pytorch Yolov3 ⭐ 6,913
Minimal PyTorch implementation of YOLOv3
total releases 23most recent commit a day ago
Pytorch Cnn Visualizations ⭐ 6,883
Pytorch implementation of convolutional neural network visualization techniques
most recent commit 4 months ago
Segmentation_models.pytorch ⭐ 6,739
Segmentation models with pretrained backbones. PyTorch.
dependent packages 34total releases 10most recent commit 3 days agopypi segmentation-models-pytorch} Downloads
Alphapose ⭐ 6,729
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
total releases 2most recent commit 25 days ago
Tutorials ⭐ 6,661
PyTorch tutorials.
most recent commit 4 days ago
Haystack ⭐ 6,649
🔍 Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-3 and alike). Haystack offers production-ready tools to quickly build ChatGPT-like question answering, semantic search, text generation, and more.
dependent packages 2total releases 29most recent commit 10 hours agopypi farm-haystack} Downloads
Pythonpark ⭐ 6,642
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 17 hours 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 a month 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
Stanza ⭐ 6,476
Official Stanford NLP Python Library for Many Human Languages
dependent packages 68total releases 17most recent commit 3 days agopypi stanza} Downloads
Pytext ⭐ 6,351
A natural language modeling framework based on PyTorch
total releases 13most recent commit 4 months ago
Deepo ⭐ 6,312
Setup and customize deep learning environment in seconds.
most recent commit 9 days ago
Pytorch Unet ⭐ 6,283
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 19 days ago
Einops ⭐ 6,261
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 260total releases 7most recent commit 19 days agopypi einops} Downloads
Pytorch Deep Learning ⭐ 6,261
Deep Learning (with PyTorch)
most recent commit 6 days ago
Jukebox ⭐ 6,091
Code for the paper "Jukebox: A Generative Model for Music"
most recent commit 13 days ago
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