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The Top 3,411 Python3 Deep Learning Pytorch Open Source Projects

Categories > Machine Learning > Deep Learning
Topic > Python3
Transformers ⭐ 63,895
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 831total releases 81most recent commit 18 hours agopypi transformers} Downloads
Pytorch ⭐ 56,313
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 267most recent commit 5 hours ago
Real Time Voice Cloning ⭐ 34,451
Clone a voice in 5 seconds to generate arbitrary speech in real-time
most recent commit a month ago
Madewithml ⭐ 30,046
Learn how to responsibly deliver value with ML.
total releases 5most recent commit 16 days ago
Yolov5 ⭐ 26,778
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 26most recent commit 11 hours ago
Fastai ⭐ 22,323
The fastai deep learning library
dependent packages 115total releases 133most recent commit 2 days agopypi fastai} Downloads
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 7 months ago
Mockingbird ⭐ 21,703
🚀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 4 days agopypi mockingbirdonlyforuse} Downloads
Gfpgan ⭐ 19,198
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 1total releases 6most recent commit 25 days agopypi gfpgan} Downloads
Pytorch Lightning ⭐ 18,536
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
Pytorch Cyclegan And Pix2pix ⭐ 17,144
Image-to-Image Translation in PyTorch
most recent commit 2 months ago
Learnopencv ⭐ 16,379
Learn OpenCV : C++ and Python Examples
most recent commit 5 days ago
Pytorch_geometric ⭐ 14,718
Graph Neural Network Library for PyTorch
dependent packages 31total releases 33most recent commit a day agopypi torch-geometric} Downloads
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 a month agopypi easyocr} Downloads
D2l En ⭐ 13,496
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 4 days ago
Datasets ⭐ 13,494
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 187total releases 46most recent commit 2 days 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 a month ago
Horovod ⭐ 12,456
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 71most recent commit 3 days 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
Nni ⭐ 11,504
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 2 days agopypi nni} Downloads
Allennlp ⭐ 11,005
An open-source NLP research library, built on PyTorch.
dependent packages 62total releases 263most recent commit 3 days agopypi allennlp} Downloads
Clip As Service ⭐ 10,342
Embed images and sentences into fixed-length vectors with CLIP
dependent packages 12total releases 56most recent commit 2 days agopypi bert-serving-client} Downloads
Best Of Ml Python ⭐ 10,260
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 3 days ago
Dgl ⭐ 9,660
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 30total releases 439most recent commit 9 hours agopypi dgl} Downloads
Deep Learning For Image Processing ⭐ 9,194
deep learning for image processing including classification and object-detection etc.
most recent commit 4 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 a month ago
Yolov3 ⭐ 8,718
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 2 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 ⭐ 8,474
Deep Learning Examples
most recent commit 2 days ago
Ludwig ⭐ 8,329
Data-centric declarative deep learning framework
dependent packages 3total releases 24most recent commit 6 hours agopypi ludwig} Downloads
Pysyft ⭐ 8,129
A library for answering questions using data you cannot see
dependent packages 2total releases 81most recent commit a day agopypi syft} Downloads
Pyro ⭐ 7,432
Deep universal probabilistic programming with Python and PyTorch
dependent packages 41total releases 29most recent commit 16 days agopypi pyro-ppl} Downloads
Deepspeed ⭐ 6,792
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dependent packages 10total releases 47most recent commit 4 days agopypi deepspeed} Downloads
Kornia ⭐ 6,604
Open Source Differentiable Computer Vision Library
dependent packages 54total releases 29most 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 11 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 4 months ago
Deepo ⭐ 6,197
Setup and customize deep learning environment in seconds.
most recent commit 2 months ago
Stanza ⭐ 6,126
Official Stanford NLP Python Library for Many Human Languages
dependent packages 65total releases 15most recent commit 2 days agopypi stanza} Downloads
Pythonpark ⭐ 5,733
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 5 months ago
Opennmt Py ⭐ 5,446
Open Source Neural Machine Translation in PyTorch
dependent packages 7total releases 19most recent commit 4 months agopypi OpenNMT-py} Downloads
Gluon Cv ⭐ 5,194
Gluon CV Toolkit
dependent packages 44total releases 1,397most recent commit 10 days agopypi gluoncv} Downloads
Pytorch Unet ⭐ 5,179
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 2 months ago
Espnet ⭐ 5,091
End-to-End Speech Processing Toolkit
dependent packages 1total releases 25most recent commit 12 hours agopypi espnet} Downloads
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 3 days ago
Tts ⭐ 4,926
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
dependent packages 5total releases 36most recent commit 2 days agopypi TTS} Downloads
Mmf ⭐ 4,908
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
most recent commit 10 days ago
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
most recent commit 2 years ago
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
Hub ⭐ 4,531
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 135most recent commit 4 days agopypi hub} Downloads
Autogluon ⭐ 4,509
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 10total releases 592most recent commit 3 days agopypi autogluon.core} Downloads
Ssd.pytorch ⭐ 4,507
A PyTorch Implementation of Single Shot MultiBox Detector
most recent commit 5 months ago
Pytorch Metric Learning ⭐ 4,442
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 13 hours agopypi pytorch-metric-learning} Downloads
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 22 days ago
Dalle Pytorch ⭐ 4,294
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
total releases 170most recent commit 13 days ago
Speechbrain ⭐ 4,083
A PyTorch-based Speech Toolkit
most recent commit 8 hours ago
Ignite ⭐ 3,970
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
dependent packages 50total releases 914most recent commit 3 days agopypi pytorch-ignite} Downloads
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：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 2 years ago
Bigdl ⭐ 3,931
Building Large-Scale AI Applications for Distributed Big Data
dependent packages 10total releases 16most recent commit 2 days ago
Client ⭐ 3,917
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 216total releases 224most recent commit a day agopypi wandb} Downloads
Dali ⭐ 3,865
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 a day ago
Pytorchzerotoall ⭐ 3,565
Simple PyTorch Tutorials Zero to ALL!
most recent commit 7 months ago
Pytorch Doc Zh ⭐ 3,505
Pytorch 中文文档
total releases 5most recent commit 24 days ago
Pytorch Summary ⭐ 3,454
Model summary in PyTorch similar to `model.summary()` in Keras
dependent packages 12total releases 12most recent commit 2 months agopypi torchsummary} Downloads
Deep Person Reid ⭐ 3,336
Torchreid: Deep learning person re-identification in PyTorch.
most recent commit 13 days ago
Satellite Image Deep Learning ⭐ 3,295
Resources for deep learning with satellite & aerial imagery
most recent commit 9 hours ago
Deep Learning In Production ⭐ 3,267
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
most recent commit 17 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 15 days ago
Mmediting ⭐ 3,242
MMEditing is a low-level vision toolbox based on PyTorch, supporting super-resolution, inpainting, matting, video interpolation, etc.
dependent packages 1total releases 10most recent commit 3 days agopypi mmedit} Downloads
Siammask ⭐ 3,226
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
most recent commit 4 months ago
Pytorch Semseg ⭐ 3,184
Semantic Segmentation Architectures Implemented in PyTorch
total releases 3most recent commit 5 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 4 months ago
Byteps ⭐ 3,130
A high performance and generic framework for distributed DNN training
total releases 8most recent commit 2 months ago
Polyaxon ⭐ 3,094
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 10total releases 330most recent commit 5 days agopypi polyaxon} Downloads
Kaolin ⭐ 3,059
A PyTorch Library for Accelerating 3D Deep Learning Research
most recent commit 2 days ago
Pytorch Vae ⭐ 3,058
A Collection of Variational Autoencoders (VAE) in PyTorch.
most recent commit 2 months ago
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,050
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.
most recent commit 3 months ago
Text ⭐ 3,014
Data loaders and abstractions for text and NLP
dependent packages 100total releases 20most recent commit a day agopypi torchtext} Downloads
Monai ⭐ 3,004
AI Toolkit for Healthcare Imaging
dependent packages 17total releases 41most recent commit 8 hours agopypi monai} Downloads
Catalyst ⭐ 2,912
Accelerated deep learning R&D
dependent packages 10total releases 108most recent commit a month agopypi catalyst} Downloads
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
most recent commit a year ago
Photo2cartoon ⭐ 2,819
人像卡通化探索项目 (photo-to-cartoon translation project)
most recent commit 6 months ago
Nlp Architect ⭐ 2,806
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
total releases 10most recent commit 3 months ago
Darts ⭐ 2,775
Differentiable architecture search for convolutional and recurrent networks
most recent commit 2 years ago
Resnest ⭐ 2,753
ResNeSt: Split-Attention Networks
dependent packages 5total releases 776most recent commit a year agopypi resnest} Downloads
Super Slomo ⭐ 2,735
PyTorch implementation of Super SloMo by Jiang et al.
most recent commit 4 months ago
Deeprl ⭐ 2,734
Modularized Implementation of Deep RL Algorithms in PyTorch
most recent commit 19 days ago
Gluon Ts ⭐ 2,723
Probabilistic time series modeling in Python
dependent packages 6total releases 48most recent commit 3 days agopypi gluonts} Downloads
Face.evolve ⭐ 2,707
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
most recent commit 6 months ago
3d Resnets Pytorch ⭐ 2,677
3D ResNets for Action Recognition (CVPR 2018)
most recent commit a year ago
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
most recent commit 3 years ago
Pytorch A2c Ppo Acktr Gail ⭐ 2,604
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
most recent commit 6 months ago
Pytorch Cifar100 ⭐ 2,599
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
most recent commit 2 months ago
Thinc ⭐ 2,525
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
dependent packages 48total releases 204most recent commit 2 days agopypi thinc} Downloads
Interactive Deep Colorization ⭐ 2,493
Deep learning software for colorizing black and white images with a few clicks.
most recent commit 3 months ago
Pytorch Studiogan ⭐ 2,490
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
most recent commit 2 months ago
Mmocr ⭐ 2,459
OpenMMLab Text Detection, Recognition and Understanding Toolbox
dependent packages 1total releases 7most recent commit a day agopypi mmocr} Downloads
Dlwpt Code ⭐ 2,407
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
most recent commit a year ago
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