Machine Learning
| References |
| 《西瓜书_机器学习_周志华》 |
| 《南瓜书_配套理解公式》 |
| 周志华机器学习bilibili视频课程 |
| 吴恩达机器学习bilibili视频课程 |
| Coursewares |
| Chapter1 绪论Sharer: Xianrun Pan |
| Chapter2 模型评估与选择Sharer: Sicheng He |
| Chapter3 线性模型Sharer: Zhaowu Du |
| Chapter4 决策树Sharer: Cheng Chen |
| Chapter5 神经网络Sharer: Xianrun Pan |
| Chapter6 支持向量机Sharer: Sicheng He |
| Chapter7 贝叶斯分类器Sharer: Zhaowu Du |
| Chapter8 集成学习Sharer: Cheng Chen |
| Chapter9 聚类Sharer: Xianrun Pan |
| Chapter10 降维与度量学习Sharer: Sicheng He |
| Chapter11 特征学习与稀疏学习Sharer: Zhaowu Du |
| Chapter12 计算学习理论Sharer: Cheng Chen |
Contactzhy1001@alu.uestc.edu.cn
@ Department of Bioinformatics