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|:-----------:|:--------:|:---------:|:---------:| 8 | |![](./0004.jpg)| ![](./0005.jpg)| ![](./0006.jpg)| ![](./0007.jpg)| 9 | |![](./0008.jpg)| ![](./0009.jpg)| ![](./0010.jpg)| ![](./0011.jpg)| 10 | |![](./0012.jpg)| ![](./0013.jpg)| --by 王博Kings| | 11 | -------------------------------------------------------------------------------- /ch2/Readme.md: -------------------------------------------------------------------------------- 1 | ## 上传第二章笔记 2 | 3 | ### 第二章 线性代数 4 | | 1 | 2 | 3 |4 | 5 | |:-----------:|:--------:|:---------:|:---------:| 6 | |![](./0014.jpg)| ![](./0015.jpg)| ![](./0016.jpg)| ![](./0017.jpg)| 7 | |![](./0018.jpg)| ![](./0019.jpg)| ![](./0020.jpg)| ![](./0021.jpg)| 8 | |![](./0022.jpg)| ![](./0023.jpg)| ![](./0024.jpg)| ![](./0025.jpg)| 9 | |![](./0026.jpg)| --by 王博Kings|| | 10 | -------------------------------------------------------------------------------- /ch3/Readme.md: -------------------------------------------------------------------------------- 1 | ## 本文件夹上传深度学习第三章笔记 2 | 3 | ### 第三章 概率论 4 | | 1 | 2 | 3 |4 | 5 | |:-----------:|:--------:|:---------:|:---------:| 6 | |![](./0027.jpg)| ![](./0028.jpg)| ![](./0029.jpg)| ![](./0030.jpg)| 7 | |![](./0031.jpg)| ![](./0032.jpg)| ![](./0033.jpg)| ![](./0034.jpg)| 8 | |![](./0035.jpg)| ![](./0036.jpg)| ![](./0037.jpg)| ![](./0038.jpg)| 9 | |![](./0039.jpg)| ![](./0040.jpg)| ![](./0041.jpg)| --by 王博Kings| 10 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # DeapLearningNotes 2 | （博士另一个笔记[《机器学习手推笔记》](https://github.com/Sophia-11/Machine-Learning-Notes/)） 3 | 《深度学习》手推笔记~持续更新中 4 | *Last updated: 2019/07/11* 5 | 6 | #### Update log 7 | * 2020/01/02 * - 更新深度学习符号 8 | * 2020/01/20 * - 更新第一章 上传了图片 9 | * 2020/02/03 * - 更新第二章 上传了图片 10 | * 2020/02/16 * - 更新第三章 上传了图片 11 | * 2020/02/25 * - 更新第四章 12 | * 2020/03/04 * - 更新第五章 13 | * 2020/04/01 * - 想办法扫描 14 | * 2020/05/22 * - 上传图片成功！ 15 | * 2020/05/22 * - 开放下载，公开已扫描pdf，见文末作者简介 16 | 17 | ## Table of Contents 18 | 19 | ### 第一部分 机器学习基础 20 | - [第一章 前言](https://github.com/Sophia-11/DeepLearningNotes/) 21 | - [第二章 线性代数](https://github.com/Sophia-11/DeepLearningNotes/) 22 | - [第三章 概率论](https://github.com/Sophia-11/DeepLearningNotes/) 23 | - [第四章 数值计算](https://github.com/Sophia-11/DeepLearningNotes/) 24 | - [第五章 机器学习基础](https://github.com/Sophia-11/DeepLearningNotes/) 25 | ### 第二部分 深度神经网络核心知识 26 | - [第六章 前馈神经网络](https://github.com/Sophia-11/DeepLearningNotes/) 27 | - [第七章 正则化方法](https://github.com/Sophia-11/DeepLearningNotes/) 28 | - [第八章 优化方法](https://github.com/Sophia-11/DeepLearningNotes/) 29 | - [第九章 卷积神经网络](https://github.com/Sophia-11/DeepLearningNotes/) 30 | - [第十章 循环神经网络](https://github.com/Sophia-11/DeepLearningNotes/) 31 | - [第十一章 实战经验](https://github.com/Sophia-11/DeepLearningNotes/) 32 | - [第十二章 深度学习应用](https://github.com/Sophia-11/DeepLearningNotes/) 33 | ### 第三部分 深度学习前沿研究 34 | - [第十三章 线性因子模型](https://github.com/Sophia-11/DeepLearningNotes/) 35 | - [第十四章 自编码器](https://github.com/Sophia-11/DeepLearningNotes/) 36 | - [第十五章 表示学习](https://github.com/Sophia-11/DeepLearningNotes/) 37 | - [第十六章 结构化概率模型](https://github.com/Sophia-11/DeepLearningNotes/) 38 | - [第十七章 蒙特卡洛方法](https://github.com/Sophia-11/DeepLearningNotes/) 39 | - [第十八章 配分函数](https://github.com/Sophia-11/DeepLearningNotes/) 40 | - [第十九章 近似推断](https://github.com/Sophia-11/DeepLearningNotes/) 41 | - [第二十章 生成模型](https://github.com/Sophia-11/DeepLearningNotes/) 42 | 43 | ### 数学符号 44 | | 1 | 2 | 3 |4 | 45 | |:-----------:|:--------:|:---------:|:---------:| 46 | |![](./ch/0000.jpg)| ![](./ch/0001.jpg)| ![](./ch/0002.jpg)| ![](./ch/0003.jpg)| 47 | 48 | ### 第一章 引言 49 | | 1 | 2 | 3 |4 | 50 | |:-----------:|:--------:|:---------:|:---------:| 51 | |![](./ch1/0004.jpg)| ![](./ch1/0005.jpg)| ![](./ch1/0006.jpg)| ![](./ch1/0007.jpg)| 52 | |![](./ch1/0008.jpg)| ![](./ch1/0009.jpg)| ![](./ch1/0010.jpg)| ![](./ch1/0011.jpg)| 53 | |![](./ch1/0012.jpg)| ![](./ch1/0013.jpg)| --by 王博Kings| | 54 | 55 | ### 第二章 线性代数 56 | | 1 | 2 | 3 |4 | 57 | |:-----------:|:--------:|:---------:|:---------:| 58 | |![](./ch2/0014.jpg)| ![](./ch2/0015.jpg)| ![](./ch2/0016.jpg)| ![](./ch2/0017.jpg)| 59 | |![](./ch2/0018.jpg)| ![](./ch2/0019.jpg)| ![](./ch2/0020.jpg)| ![](./ch2/0021.jpg)| 60 | |![](./ch2/0022.jpg)| ![](./ch2/0023.jpg)| ![](./ch2/0024.jpg)| ![](./ch2/0025.jpg)| 61 | |![](./ch2/0026.jpg)| --by 王博Kings|| | 62 | 63 | ### 第三章 概率论 64 | | 1 | 2 | 3 |4 | 65 | |:-----------:|:--------:|:---------:|:---------:| 66 | |![](./ch3/0027.jpg)| ![](./ch3/0028.jpg)| ![](./ch3/0029.jpg)| ![](./ch3/0030.jpg)| 67 | |![](./ch3/0031.jpg)| ![](./ch3/0032.jpg)| ![](./ch3/0033.jpg)| ![](./ch3/0034.jpg)| 68 | |![](./ch3/0035.jpg)| ![](./ch3/0036.jpg)| ![](./ch3/0037.jpg)| ![](./ch3/0038.jpg)| 69 | |![](./ch3/0039.jpg)| ![](./ch3/0040.jpg)| ![](./ch3/0041.jpg)| --by 王博Kings| 70 | 71 | ## by 【计算机视觉联盟】 王博（Kings）、Sophia 72 | 73 | ## 作者其他手推笔记 [《机器学习手推笔记》](https://github.com/Sophia-11/Machine-Learning-Notes/) 74 | 75 | ## 手推笔记已经持续更新，可以下载打印 76 | 77 | 78 | ## 【计算机视觉联盟】回复【深度学习手推笔记】即可获得百度云pdf下载链接 79 | 80 | ## 可加博士交流 81 | **微信号**（**Kingsplus**）备注：单位/学校+研究方向 ，分享最新的AI思维导图和笔记 82 | ![image](./cvQR.jpg) 83 | 84 | 笔记作者：王博简介 85 | 86 | 985AI博士，CSDN博客专家 87 | 88 | 已连载系列《机器学习》西瓜书手推笔记 89 | 90 | 已完结待更笔记：《深度学习-花书手推笔记》、《无人驾驶手推笔记》、《SLAM 十四讲》 91 | 92 | **微信号**（**Kingsplus**） 93 | 94 | --------------------------------------------------------------------------------