# Deep Learning Course Sourcecodes

**Repository Path**: hou-junfan/deeplearning-course-src

## Basic Information

- **Project Name**: Deep Learning Course Sourcecodes
- **Description**: 深度学习，课程代码
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 48
- **Created**: 2026-04-15
- **Last Updated**: 2026-04-15

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 深度学习课程 项目代码

https://gitee.com/hailiang-wang/deeplearning-course-src

Get started with Deep Learning using PyTorch.

## 准备

* [前言](setup/preface.ipynb)
* [符号](setup/notation.ipynb)
* [安装](setup/installation.ipynb)

## 课程大纲

* [第 01 章 引言](./notebooks/chapter01_introduction/index.ipynb)
* [第 02 章 预备知识](./notebooks/chapter02_preliminaries/index.ipynb)
* [第 03 章 线性神经网络](./notebooks/chapter03_linear-networks/index.ipynb)
* [第 04 章 多层感知机](./notebooks/chapter04_multilayer-perceptrons/index.ipynb)
* [第 05 章 深度学习计算](./notebooks/chapter05_deep-learning-computation/index.ipynb)
* [第 06 章 卷积神经网络](./notebooks/chapter06_convolutional-neural-networks/index.ipynb)
* [第 07 章 现代卷积神经网络](./notebooks/chapter07_convolutional-modern/index.ipynb)
* [第 08 章 循环神经网络](./notebooks/chapter08_recurrent-neural-networks/index.ipynb)
* [第 09 章 现代循环神经网络](./notebooks/chapter09_recurrent-modern/index.ipynb)
* [第 10 章 注意力机制](./notebooks/chapter10_attention-mechanisms/index.ipynb)
* [第 11 章 优化算法](./notebooks/chapter11_optimization/index.ipynb)
* [第 12 章 计算性能](./notebooks/chapter12_computational-performance/index.ipynb)
* [第 13 章 计算机视觉](./notebooks/chapter13_computer-vision/index.ipynb)
* [第 14 章 自然语言处理：预训练](./notebooks/chapter14_natural-language-processing-pretraining/index.ipynb)
* [第 15 章 自然语言处理：应用](./notebooks/chapter15_natural-language-processing-applications/index.ipynb)
* [第 16 章 附录：深度学习工具](./notebooks/chapter16_appendix-tools-for-deep-learning/index.ipynb)


## Give credits to D2C Community

Source code borrowed from [d2l.ai](https://github.com/d2l-ai/d2l-en)