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The Top 7,789 Python Pytorch Open Source Projects on Github

Transformers ⭐ 52,684
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
Real Time Voice Cloning ⭐ 30,537
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Madewithml ⭐ 28,968
Learn how to responsibly deliver value with ML.
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
Fastai ⭐ 21,529
The fastai deep learning library
Yolov5 ⭐ 17,322
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Mmdetection ⭐ 16,837
OpenMMLab Detection Toolbox and Benchmark
Pytorch Cyclegan And Pix2pix ⭐ 15,877
Image-to-Image Translation in PyTorch
Pytorch Lightning ⭐ 15,708
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Fairseq ⭐ 14,158
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Pytorch Image Models ⭐ 13,689
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Easyocr ⭐ 12,810
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Pytorch_geometric ⭐ 12,790
Graph Neural Network Library for PyTorch
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 ⭐ 11,761
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
D2l En ⭐ 11,219
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Flair ⭐ 10,857
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Allennlp ⭐ 10,555
An open-source NLP research library, built on PyTorch.
Nni ⭐ 10,383
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Insightface ⭐ 10,311
State-of-the-art 2D and 3D Face Analysis Project
Datasets ⭐ 10,148
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Bringing Old Photos Back To Life ⭐ 9,178
Bringing Old Photo Back to Life (CVPR 2020 oral)
The Incredible Pytorch ⭐ 8,367
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Pretrained Models.pytorch ⭐ 8,094
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Pysyft ⭐ 7,650
A library for answering questions using data you cannot see
Yolov3 ⭐ 7,374
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
Pyro ⭐ 7,149
Deep universal probabilistic programming with Python and PyTorch
Tensorboardx ⭐ 7,120
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
Python Small Examples ⭐ 6,427
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
Deepo ⭐ 6,010
Set up deep learning environment in a single command line.
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Faster Rcnn.pytorch ⭐ 5,938
A faster pytorch implementation of faster r-cnn
Pytorch Tutorial ⭐ 5,823
Build your neural network easy and fast, 莫烦Python中文教学
Best Of Ml Python ⭐ 5,820
🏆 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".
Pytorch Cnn Visualizations ⭐ 5,758
Pytorch implementation of convolutional neural network visualization techniques
Stanza ⭐ 5,747
Official Stanford NLP Python Library for Many Human Languages
Deepspeed ⭐ 5,705
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Chinese Bert Wwm ⭐ 5,687
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
Open3d ⭐ 5,591
Open3D: A Modern Library for 3D Data Processing
Alphapose ⭐ 5,524
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
Pix2pixhd ⭐ 5,460
Synthesizing and manipulating 2048x1024 images with conditional GANs
Real Esrgan ⭐ 5,325
Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
Opennmt Py ⭐ 5,268
Open Source Neural Machine Translation in PyTorch
Face Alignment ⭐ 5,263
🔥 2D and 3D Face alignment library build using pytorch
Kornia ⭐ 5,109
Open Source Differentiable Computer Vision Library
Tts ⭐ 4,978
🤖 💬 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
Mmf ⭐ 4,628
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
Deep Learning For Image Processing ⭐ 4,581
deep learning for image processing including classification and object-detection etc.
Jukebox ⭐ 4,560
Code for the paper "Jukebox: A Generative Model for Music"
Pytorch Unet ⭐ 4,472
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Yolox ⭐ 4,372
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
Espnet ⭐ 4,281
End-to-End Speech Processing Toolkit
Segmentation_models.pytorch ⭐ 4,202
Segmentation models with pretrained backbones. PyTorch.
Bert Pytorch ⭐ 4,189
Google AI 2018 BERT pytorch implementation
Pytorch Cifar ⭐ 4,161
95.47% on CIFAR10 with PyTorch
Deeplearningzerotoall ⭐ 4,126
TensorFlow Basic Tutorial Labs
Pyprobml ⭐ 4,119
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
Ssd.pytorch ⭐ 4,094
A PyTorch Implementation of Single Shot MultiBox Detector
Semantic Segmentation Pytorch ⭐ 4,036
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
Mindsdb ⭐ 4,006
Predictive AI layer for existing databases.
Yolact ⭐ 3,947
A simple, fully convolutional model for real-time instance segmentation.
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
Tianshou ⭐ 3,834
An elegant PyTorch deep reinforcement learning library.
Ignite ⭐ 3,727
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 ⭐ 3,701
AutoGluon: AutoML for Text, Image, and Tabular Data
Pytorch Metric Learning ⭐ 3,660
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Hub ⭐ 3,592
Dataset format for AI. Easily build and manage datasets for machine and deep learning. Stream data real-time & version-control it. https://activeloop.ai
Gfpgan ⭐ 3,579
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Pytorchzerotoall ⭐ 3,565
Simple PyTorch Tutorials Zero to ALL!
Dali ⭐ 3,528
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Pytorch Yolov4 ⭐ 3,460
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Client ⭐ 3,420
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Nanodet ⭐ 3,396
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
Pytorch Grad Cam ⭐ 3,337
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
Pytorch Doc Zh ⭐ 3,297
Pytorch 中文文档
Pythonpark ⭐ 3,287
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。
Bertviz ⭐ 3,187
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
Speechbrain ⭐ 3,159
A PyTorch-based Speech Toolkit
Pytorch Summary ⭐ 3,151
Model summary in PyTorch similar to `model.summary()` in Keras
3ddfa ⭐ 3,000
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
Byteps ⭐ 2,977
A high performance and generic framework for distributed DNN training
Deep Person Reid ⭐ 2,942
Torchreid: Deep learning person re-identification in PyTorch.
Polyaxon ⭐ 2,928
Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
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.
Albert_zh ⭐ 2,899
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
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.
Text ⭐ 2,870
Data loaders and abstractions for text and NLP
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
Person_reid_baseline_pytorch ⭐ 2,802
Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
Darts ⭐ 2,775
Differentiable architecture search for convolutional and recurrent networks
Torch2trt ⭐ 2,767
An easy to use PyTorch to TensorRT converter
Resnest ⭐ 2,753
ResNeSt: Split-Attention Networks
Catalyst ⭐ 2,738
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
Kaolin ⭐ 2,723
A PyTorch Library for Accelerating 3D Deep Learning Research
Pytorch Yolo V3 ⭐ 2,720
A PyTorch implementation of the YOLO v3 object detection algorithm
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