整理：PyTorch1.0 教程、例子和书籍

学习PyTorch过程中整理的一些代码和电子书等，可能还有些乱，最新版见：https://github.com/bat67/pytorch-tutorials-examples-and-books

PyTorch tutorials, examples and books

Table of Contents:

• PyTorch tutorials, examples and books
  • PyTorch 1.0 tutorials and examples
  • Books and slides about PyTorch (some of these are old version)
  • [PyTorch-Zero-To-All-[PyTorch1.0]](#pytorch-zero-to-all-pytorch10httpsgithubcombat67pytorch-tutorials-examples-and-bookstreemasterpytorch-zero-to-all-5bpytorch105d)
  • how to run?

PyTorch 1.0 tutorials and examples

• PyTorch-basics PyTorch基础
• Linear-regression 线性回归
• Logistic-regression Logistic 回归
• optimizer 优化器
• neural-network 神经网络
• convolutional-neural-network(CNN) 卷积神经网络
• famous-CNN 经典的CNN网络
• Using Pretrained models 使用预训练的模型
• Dataset-and-Dataloader 自定义数据读取
• custom-dataset-example 定义自己的数据集
• visdom-visualization visdom可视化
• tensorboard-visualization tensorboard可视化
• semantic-segmentation 语义分割

Books and slides about PyTorch (some of these are old version)

• Deep Learning Toolkits II pytorch example
• PyTorch 1.0 Bringing research and production together Presentation
• Deep Learning with PyTorch - Packet Vishnu Subramanian
• PyTorch深度学习实战 - 侯宜军
• 深度学习之Pytorch - 廖星宇
• 深度学习之PyTorch实战计算机视觉 - 唐进民
• pytorch卷积、反卷积 - download from internet
• A brief summary of the PTDC ’18 PyTorch 1.0 Preview and Promise - Hacker Noon
• PyTorch_tutorial_0.0.4_余霆嵩

PyTorch-Zero-To-All-[PyTorch1.0]

• Slides-newest from Google Drive

how to run?

Some code in this repo is separated in blocks using #%%.
A block is as same as a cell in Jupyter Notebook. So editors/IDEs supporting this functionality is recommanded.

Such as:

• VScode with Microsoft Python extension
• Spyder or Anaconda
• PyCharm