PyTorch 从入门到精通：含入门指南、在线教程、视频教程和书籍推荐等资源
注1：♥ 表示推荐指数，越多越好
注2：TensorFlow从入门到精通请参考：TensorFlow-From-Zero-To-One
安装教程
Awesome-pytorch-list 中文版：A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
the-incredible-pytorch：The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
PyTorch internals：This post is a long form essay version of a talk about PyTorch internals.
国外
- （♥♥♥♥♥）PyTorch官网
- （♥♥♥♥♥）GitHub：PyTorch
- （♥♥♥♥）Twitter：PyTorch：官方维护，分享最快动态
- （♥♥♥♥）PyTorch官方论坛
国内
国外
- （♥♥♥♥♥）PyTorch：Doc
- （♥♥♥♥♥）pytorch-tutorial：PyTorch Tutorial for Deep Learning Researchers
- （♥♥♥♥♥）practicalAI：Implement basic ML algorithms and deep neural networks with PyTorch.
- （♥♥♥♥♥）Dive Into Deep Learning - PyTorch： from MXNet into PyTorch
- （♥♥♥♥）practical-pytorch：PyTorch tutorials demonstrating modern techniques with readable code
- （♥♥♥♥）Deep Learning with PyTorch：This series is all about neural network programming and PyTorch!
- （♥♥♥） EffectivePyTorch： PyTorch tutorials and best practices.
- （♥♥♥）Minicourse in Deep Learning with PyTorch：Mini Course in Deep Learning with PyTorch for AIMS
- （♥♥♥）pytorch-cpp：C++ Implementation of PyTorch Tutorial for Deep Learning Researchers
- （♥♥♥）pytorch-examples：Simple examples to introduce PyTorch
- （♥♥♥）PyTorchZeroToAll：Simple PyTorch Tutorials Zero to ALL!
国内
- （♥♥♥♥♥）pytorch-book：PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
- （♥♥♥♥♥）莫凡：PyTorch教学：Build your neural network easy and fast
- （♥♥♥♥♥）pytorch-handbook：pytorch handbook是一本开源的书籍
- （♥♥♥♥）Dive-into-DL-PyTorch：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。
- （♥♥♥♥）PyTorch_Tutorial：《Pytorch模型训练实用教程》中配套代码 PyTorch学习笔记
国外
-
（♥♥♥）Neural Network Programming - Deep Learning with PyTorch
-
（♥♥♥）Intro to Deep Learning with PyTorch：优达免费课程
国内
- （♥♥♥♥♥）莫凡：PyTorch教学
国外
-
（♥♥♥♥♥）Deep Learning with PyTorch：LeCun力荐，PyTorch官方权威教程书 github代码
国内
（♥♥♥♥♥）《深度学习框架PyTorch：入门与实践》github
- （♥♥♥♥♥）PyTorchTricks
- （♥♥♥♥♥）pytorch-examples：官网示例
- （♥♥♥♥♥）pretrained-models.pytorch：Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
- （♥♥♥♥）Detectron2：FAIR's next-generation research platform for object detection and segmentation.
- （♥♥♥♥）mmdetection：Open MMLab Detection Toolbox with PyTorch 1.0
- （♥♥♥♥）pytorch-semseg：Semantic Segmentation Architectures Implemented in PyTorch
- （♥♥♥♥）PyTorch Image Models： (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more
- PyTorch CNN Finetune：Fine-tune pretrained Convolutional Neural Networks with PyTorch
- PyTorch-Deep-Learning-Template
- semantic-segmentation-pytorch
- pytorch-pretrained-BERT
- torchcv：A PyTorch-Based Framework for Deep Learning in Computer Vision
- https://github.com/devnag/pytorch-generative-adversarial-networks
- Ecosystem Tools：官方认证的PyTorch生态圈工具列表，含几十个工具包，强烈推荐！
- PyTorch Lightning：Lightning is a very lightweight wrapper on PyTorch.
- Hydra：A framework for elegantly configuring complex applications
- Torchmeta：PyTorch 少样本学习和元学习库
- Torch Optimizer：PyTorch优化器工具库
- Pytorch-Toolbox
- Eisen：a python package for solid deep learning
- Dassl：A PyTorch toolbox for domain adaptation and semi-supervised learning.
- PyRetri：基于PyTorch的无监督图像检索工具库
- Kornia：Open Source Differentiable Computer Vision Library for PyTorch
- FastReID: 一个面向学术界和工业界的 ReID Toolbox
- KAIR：基于PyTorch的图像复原/修复工具箱（支持训练和测试）
- FAIRScale：用于高性能和大规模训练的PyTorch工具
- PyTorch3D：用于3D计算机视觉的PyTorch工具