# machine_learning_derivation

**Repository Path**: zhaozzlab/machine_learning_derivation

## Basic Information

- **Project Name**: machine_learning_derivation
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-12-15
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 机器学习推导笔记
课程链接：https://space.bilibili.com/97068901?spm_id_from=333.788.b_765f7570696e666f.2

课程资料：https://github.com/shuhuai007/Machine-Learning-Session

已看完且更新：

[1 机器学习开篇](https://www.bilibili.com/video/av31950221)

[2 数学基础](https://www.bilibili.com/video/av32905863)

[3 线性回归](https://www.bilibili.com/video/av31989606)

[4 线性分类](https://www.bilibili.com/video/av33101528)

[5 降维](https://www.bilibili.com/video/av32709936)

[6 支持向量机](https://www.bilibili.com/video/av28186618)

[7 核方法](https://www.bilibili.com/video/av34731384)

[8 指数分布族](https://www.bilibili.com/video/av33360526)

[9 概率图模型](https://www.bilibili.com/video/av31906558)

[10 EM算法](https://www.bilibili.com/video/av33545406)

[11 高斯混合模型](https://www.bilibili.com/video/av35183585)

[12 变分推断](https://www.bilibili.com/video/av32047507)

[13 马尔科夫蒙特卡罗采样](https://www.bilibili.com/video/av32430563)

[14 隐马尔科夫模型](https://www.bilibili.com/video/av32471608)

[15 卡曼滤波](https://www.bilibili.com/video/av32563186)

[17 条件随机场](https://www.bilibili.com/video/av34444816)

[19 贝叶斯线性回归](https://www.bilibili.com/video/av35685274)

[22 谱聚类](https://www.bilibili.com/video/av37166049)