https://github.com/yanqiangmiffy/cs224n-nlp-dl
斯坦福cs224n：自然语言处理与深度学习
https://github.com/yanqiangmiffy/cs224n-nlp-dl
Last synced: 8 months ago
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斯坦福cs224n：自然语言处理与深度学习
- Host: GitHub
- URL: https://github.com/yanqiangmiffy/cs224n-nlp-dl
- Owner: yanqiangmiffy
- Created: 2017-07-12T07:57:53.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2017-09-15T10:51:29.000Z (about 8 years ago)
- Last Synced: 2025-01-05T22:27:59.647Z (9 months ago)
- Size: 12 MB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# 斯坦福cs224n：自然语言处理与深度学习
## 课程大纲
1. [课程主页](https://web.stanford.edu/class/cs224n/index.html)
2. [课程大纲](https://web.stanford.edu/class/cs224n/syllabus.html)(下面是大纲对应的中文简介，完整版请看官网)
课程
日期
课程资料
Lecture01-自然语言和深度学习的介绍
2017-01-10
推荐读物：
1.线性代数回顾
2.概率论回顾
3.凸优化回顾
4.更多优化算法（ 随机梯度下降法SGD）回顾
Python教程
课幻灯片pdf
课程笔记
## 课程资料
1. [youtube课程视频](https://www.youtube.com/channel/UCdKG2JnvPu6mY1NDXYFfN0g)--(ps:需翻墙)
2. [Gryffindor的知乎专栏](https://zhuanlan.zhihu.com/blueblood)