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The Top 2,289 Pytorch Open Source Projects
Categories
>
Machine Learning
>
Pytorch
Transformers
⭐
44,616
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Madewithml
⭐
25,658
Learn how to responsibly deliver value with applied ML.
Real Time Voice Cloning
⭐
23,842
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Fastai
⭐
20,740
The fastai deep learning library
Pytorch Tutorial
⭐
20,247
PyTorch Tutorial for Deep Learning Researchers
Pytorch Cyclegan And Pix2pix
⭐
14,749
Image-to-Image Translation in PyTorch
Mmdetection
⭐
14,447
OpenMMLab Detection Toolbox and Benchmark
Pytorch Handbook
⭐
14,253
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快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
Netron
⭐
14,092
Visualizer for neural network, deep learning, and machine learning models
Pytorch Lightning
⭐
13,050
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Dive Into Dl Pytorch
⭐
12,515
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。
Fairseq
⭐
11,821
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Awesome Pytorch List
⭐
11,711
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Deep Learning With Tensorflow Book
⭐
11,443
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.
Ncnn
⭐
11,377
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Easyocr
⭐
11,218
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Horovod
⭐
11,105
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Pytorch_geometric
⭐
10,744
Geometric Deep Learning Extension Library for PyTorch
Yolov5
⭐
10,355
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
Flair
⭐
10,225
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Onnx
⭐
10,069
Open standard for machine learning interoperability
Allennlp
⭐
9,928
An open-source NLP research library, built on PyTorch.
D2l En
⭐
9,558
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
Nni
⭐
9,471
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Insightface
⭐
8,962
Face Analysis Project on MXNet and PyTorch
Pytorch Image Models
⭐
8,809
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Pytorch Book
⭐
8,733
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》)
Nlp Tutorial
⭐
8,653
Natural Language Processing Tutorial for Deep Learning Researchers
Bringing Old Photos Back To Life
⭐
8,237
Bringing Old Photo Back to Life (CVPR 2020 oral)
The Incredible Pytorch
⭐
8,035
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Pretrained Models.pytorch
⭐
7,877
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Datasets
⭐
7,217
🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Pysyft
⭐
7,077
A library for answering questions using data you cannot see
Yolov3
⭐
7,037
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
Tensorboardx
⭐
6,905
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
Pyro
⭐
6,868
Deep universal probabilistic programming with Python and PyTorch
Chineseocr_lite
⭐
6,569
超轻量级中文ocr,支持竖排文字识别, 支持ncnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
Generative Models
⭐
6,484
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Faster Rcnn.pytorch
⭐
6,183
A faster pytorch implementation of faster r-cnn
Python Small Examples
⭐
6,019
告别枯燥,致力于打造 Python 实用小例子
Deepo
⭐
5,969
Set up deep learning environment in a single command line.
Pytorch Tutorial
⭐
5,881
Build your neural network easy and fast, 莫烦Python中文教学
Pytorch Cnn Visualizations
⭐
5,460
Pytorch implementation of convolutional neural network visualization techniques
Stanza
⭐
5,362
Official Stanford NLP Python Library for Many Human Languages
Mmdnn
⭐
5,294
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.
Topdeeplearning
⭐
5,212
A list of popular github projects related to deep learning
Pix2pixhd
⭐
5,192
Synthesizing and manipulating 2048x1024 images with conditional GANs
Attention Is All You Need Pytorch
⭐
5,187
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Chinese Bert Wwm
⭐
5,167
Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
Alphapose
⭐
5,012
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
Deeplearning
⭐
4,962
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Opennmt Py
⭐
4,948
Open Source Neural Machine Translation in PyTorch
Pytorch Deep Learning
⭐
4,870
Deep Learning (with PyTorch)
Face Alignment
⭐
4,840
🔥 2D and 3D Face alignment library build using pytorch
Stargan
⭐
4,806
StarGAN - Official PyTorch Implementation (CVPR 2018)
Course V3
⭐
4,717
The 3rd edition of course.fast.ai
Deepspeed
⭐
4,679
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Best Of Ml Python
⭐
4,679
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Yet Another Efficientdet Pytorch
⭐
4,609
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Onnxruntime
⭐
4,464
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Practical_rl
⭐
4,448
A course in reinforcement learning in the wild
Tts
⭐
4,428
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
Open3d
⭐
4,324
Open3D: A Modern Library for 3D Data Processing
Mmf
⭐
4,299
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
Jukebox
⭐
4,276
Code for the paper "Jukebox: A Generative Model for Music"
Ssd.pytorch
⭐
4,243
A PyTorch Implementation of Single Shot MultiBox Detector
Bert Pytorch
⭐
4,172
Google AI 2018 BERT pytorch implementation
Deeplearningzerotoall
⭐
4,143
TensorFlow Basic Tutorial Labs
Pipeline
⭐
4,107
PipelineAI Kubeflow Distribution
Deep Learning V2 Pytorch
⭐
4,048
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Skorch
⭐
3,910
A scikit-learn compatible neural network library that wraps PyTorch
Kornia
⭐
3,853
Open Source Differentiable Computer Vision Library for PyTorch
Semantic Segmentation Pytorch
⭐
3,832
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
Pytorch Cifar
⭐
3,804
95.47% on CIFAR10 with PyTorch
Pytorch Unet
⭐
3,781
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Deep Reinforcement Learning
⭐
3,714
Repo for the Deep Reinforcement Learning Nanodegree program
Espnet
⭐
3,676
End-to-End Speech Processing Toolkit
Mindsdb
⭐
3,667
Predictive AI layer for existing databases.
D2l Pytorch
⭐
3,656
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
Yolact
⭐
3,634
A simple, fully convolutional model for real-time instance segmentation.
Ignite
⭐
3,514
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
Pytorchzerotoall
⭐
3,479
Simple PyTorch Tutorials Zero to ALL!
Distiller
⭐
3,460
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Ai Learn
⭐
3,269
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
Darts
⭐
3,260
Differentiable architecture search for convolutional and recurrent networks
Segmentation_models.pytorch
⭐
3,254
Segmentation models with pretrained backbones. PyTorch.
Albert_zh
⭐
3,237
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
Dali
⭐
3,218
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Autogluon
⭐
3,104
AutoGluon: AutoML for Text, Image, and Tabular Data
Simple Faster Rcnn Pytorch
⭐
3,062
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Siammask
⭐
3,061
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
Pytorch Semseg
⭐
3,051
Semantic Segmentation Architectures Implemented in PyTorch
Pytorch Summary
⭐
3,044
Model summary in PyTorch similar to `model.summary()` in Keras
Jina
⭐
3,044
An easier way to build neural search on the cloud
Pytorch Yolo V3
⭐
3,034
A PyTorch implementation of the YOLO v3 object detection algorithm
Pytorch Metric Learning
⭐
3,020
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Hub
⭐
3,013
Fastest unstructured dataset management for TensorFlow/PyTorch. Stream data real-time & version-control it. http://activeloop.ai
Pytorch Doc Zh
⭐
2,981
Pytorch 中文文档
3ddfa
⭐
2,972
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
Deep_reinforcement_learning_course
⭐
2,961
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
1-100 of 2,289 projects
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📦 83
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📦 63
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📦 80
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📦 213
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