https://github.com/sierkinhane/r
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https://github.com/sierkinhane/r
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- Host: GitHub
- URL: https://github.com/sierkinhane/r
- Owner: Sierkinhane
- Created: 2019-06-14T11:21:02.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2021-12-02T03:37:32.000Z (about 4 years ago)
- Last Synced: 2025-02-10T14:51:39.371Z (11 months ago)
- Size: 589 KB
- Stars: 4
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
## 内容
1. [人工智能](#人工智能)
2. [数学](#数学)
3. [CUDA编程](#CUDA编程)
4. [编程语言](#编程语言)
5. [LaTeX](#LaTeX)
6. [Markdown](#Markdown)
7. [~~日程计划~~](https://github.com/Sierkinhane/AboutSierkinhane/blob/master/Schedule/Daily%20Works.md)
8. [~~长程计划~~](https://github.com/Sierkinhane/AboutSierkinhane/blob/master/Schedule/Plan.md)
## 人工智能
##
- **机器学习**
- 课程与书籍学习
- 斯坦福CS229 -- 吴恩达
- 《统计学习方法》 -- 李航
- 机器学习基石与技法 -- 林轩田
- [Machine Learning -- 李宏毅](https://www.youtube.com/channel/UC2ggjtuuWvxrHHHiaDH1dlQ)
- 笔记
- 机器学习知识整理
##
- **深度学习**
- 课程与书籍学习
- Deeplearning.ai -- 吴恩达
- 《深度学习》 -- Ian Goodfellow
-
- 笔记
- 深度学习知识整理
- 论文阅读
- 计算机视觉
- 目标检测
- 人脸检测与矫正
- 姿态估计
- 语义分割
- 神经网络
- CNN
- 图网络
- 模型压缩
- 蒸馏
- GAN
- 各种GAN
- 超分辨率
- 空
##
- **强化学习**
- 课程与书籍学习
- Reinforcement Learning
- 笔记
- 强化学习知识整理
- 代码实践
##
- **GAN**
- 课程与书籍学习
- [GAN -- 李宏毅](https://www.youtube.com/watch?v=DQNNMiAP5lw&list=PLJV_el3uVTsMq6JEFPW35BCiOQTsoqwNw)
- 笔记
- GAN知识整理
##
- **自然语言处理**
- 课程与书籍学习
- [CS224n](https://www.bilibili.com/video/av41393758?from=search&seid=5267357694303328164)
- 笔记
- 自然语言处理知识整理
## 数学
##
- **微积分**
- 课程与书籍学习
- [Calculus -- Gilbert Strang](http://open.163.com/special/opencourse/weijifen.html)
- [国立交通大学 -- 白启光](https://www.youtube.com/watch?v=-ehhH1hrGMI&list=PLj6E8qlqmkFu-5Hwp7kJcZYV1wIRFrmPI)
- [18.01 Single Variable Calculus](https://ocw.mit.edu/courses/mathematics/18-01-single-variable-calculus-fall-2006/)
- [18.02 Multivariable Calculus](https://ocw.mit.edu/courses/mathematics/18-01-single-variable-calculus-fall-2006/)
- **线性代数**
- 课程与书籍学习
- [Introduction to Linear Algebra -- Gilbert Strang](http://open.163.com/special/opencourse/daishu.html)
- [Linear Algebra -- 李宏毅](https://www.youtube.com/watch?v=uUrt8xgdMbs&list=PLJV_el3uVTsNmr39gwbyV-0KjULUsN7fW)
- [线性代数 -- 国立清华大学](http://ocw.nthu.edu.tw/ocw/index.php?page=course&cid=89&)
[YouTube](https://www.youtube.com/watch?v=JweNac3_lU8&list=PLS0SUwlYe8cyRDu_tp_8hP5oF7qHvwyoE)
##
- **概率与统计**
- 课程与书籍学习
- [几率与统计 -- 叶丙成](https://www.youtube.com/watch?v=GwSEguqJj6U)
- [18.05 Probability and statistics](https://ocw.mit.edu/courses/mathematics/18-05-introduction-to-probability-and-statistics-spring-2014/)
##
- **高等数学**
- 张宇
##
- **算法导论**
- [MIT6.006](https://www.bilibili.com/video/av11928034/?spm_id_from=333.788.videocard.2)
## CUDA编程
##
- 课程与书籍学习
- [Programming Massively Parallel Precessors](http://digilib.stmik-banjarbaru.ac.id/data.bc/18.%20Programming/2013%20Programming%20Massively%20Parallel%20Processors%20A%20Hands-on%20Approach%202nd.pdf)
- [Introduction to Parallel Programming](https://www.youtube.com/watch?v=F620ommtjqk)
## 编程语言
##
- C plus plus
- 课程与书籍学习
- [C plus plus -- Cherno](https://www.youtube.com/watch?v=18c3MTX0PK0&list=PLlrATfBNZ98dudnM48yfGUldqGD0S4FFb)
## LaTeX
##
- [语法笔记](https://github.com/Sierkinhane/AboutSierkinhane/blob/master/Latex/LaTeX%E7%AC%94%E8%AE%B0.md)
## Markdown
##
- **[基本语法](https://github.com/Sierkinhane/AboutSierkinhane/blob/master/Markdown/Markdown.md)**