zergtant/pytorch-handbook

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

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这是一本开源的书籍,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。 由于本人水平有限,在写此教程的时候参考了一些网上的资料,在这里对他们表示敬意,我会在每个引用中附上原文地址,方便大家参考。 深度学习的技术在飞速的发展,同时PyTorch也在不断更新,且本人会逐步完善相关内容。 由于PyTorch版本更迭,教程的版本会与PyTorch版本,保持一致。 pytorch大版本更新的主要变动总结 当前版本 1.11 国内的镜像,速度很快,不会被墙:https://www.pytorch.wiki/ PDF文件目前还没有找到好的生成方法,有熟悉这方面的朋友可以联系我,感激不尽 群号:760443051 点击链接加入群聊【PyTorch Handbook 交流6群】:https://jq.qq.com/?wv=1027&k=X4Ro6uWv 1群(985896536)已满,2群(681980831) 3群(773681699)已满 4群(884017356)已满 5群(894059877)已满 不要再加了 公众账号每日分享干货文章 感谢 深度学习基础及数学原理 神经网络简介 注:本章在本地使用微软的Edge打开会崩溃,请使Chrome Firefox打开查看 卷积神经网络 循环神经网络 logistic回归二元分类 CNN:MNIST数据集手写数字识别 RNN实例:通过Sin预测Cos Fine-tuning visdom…

zergtant/pytorch-handbook on GitHub A short preview, not the full document.

Read the full README ↗ · Preview checked 2026-10-27T11:28:24.178Z

Inside the original README — Document outline
  1. PyTorch 中文手册(pytorch handbook)
  2. 书籍介绍
  3. 版本说明
  4. 在线版本和PDF
  5. QQ 6群
  6. 新福利
  7. 说明
  8. 目录
  9. 第一章:PyTorch 入门
  10. 第二章 基础
  11. 第一节 PyTorch 基础
  12. 第二节 深度学习基础及数学原理

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What this repository does

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

Repository facts

Owner
zergtant
Primary language
Jupyter Notebook
Stars
21,739
Forks
5,387
Open issues + pull requests
60
License
Not reported — inspect the license file
Archived
No
Default branch
master
Created
2018-12-03T02:57:04.000Z
Last push
2024-07-25T07:17:26.000Z

Topics and intended use

Owner-supplied topics: deep-learning, machine-learning, neural-network, pytorch, pytorch-handbook, pytorch-tutorials

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