├── 1.机器学习基础 ├── 1.1 认识机器学习中的数据 │ ├── 1.1 认识机器学习中的数据.md │ ├── screenshot │ │ ├── 127313-6ee7f73fd968d278.png │ │ ├── QQ截图20180725205546.png │ │ ├── QQ截图20180725221256.png │ │ └── QQ截图20181106220953_副本.png │ └── 线性代数 矩阵.md ├── 1.2 机器学习的主要任务 │ ├── 1.2 机器学习的主要任务.md │ └── screenshot │ │ ├── QQ截图20180728195902.png │ │ ├── QQ截图20181106222409_副本.png │ │ └── QQ截图20181106222752_副本.png └── 1.3 机器学习算法的几大分类 │ ├── 1.3 机器学习算法的几大分类.md │ └── screenshot │ ├── QQ截图20180728201449_副本.png │ ├── QQ截图20180905214010_副本.png │ ├── QQ截图20181106224120_副本.png │ └── timg.jpg ├── 2.机器学习相关工具安装与使用 ├── 2.1 Python3的安装 │ ├── 2.1 Python3的安装.md │ └── screenshot │ │ ├── QQ截图20180904233717.png │ │ └── QQ截图20180904235947.png ├── 2.2 相关IDE的安装与使用 │ ├── 2.2 相关IDE的安装与使用.md │ └── screenshot │ │ ├── QQ截图20180905000934_副本.png │ │ ├── QQ截图20180905002137_副本.png │ │ ├── QQ截图20180905102714.png │ │ ├── QQ截图20180905233038_副本.png │ │ └── QQ截图20180905235640_副本.png ├── 2.3 Numpy的基本使用（一） │ ├── 2.3 Numpy的基本使用（一）.md │ └── screenshot │ │ ├── QQ截图20180906230656_副本.png │ │ ├── QQ截图20180906230746_副本.png │ │ ├── QQ截图20180906230850_副本.png │ │ ├── QQ截图20180906230910_副本.png │ │ ├── QQ截图20180906230921_副本.png │ │ ├── QQ截图20180909230554_副本.png │ │ ├── QQ截图20180909230611_副本.png │ │ ├── QQ截图20180909230645_副本.png │ │ ├── QQ截图20180909230708_副本.png │ │ └── QQ截图20180909230729_副本.png ├── 2.4 Numpy的基本使用（二） │ ├── 2.4 Numpy的基本使用（二）.md │ └── screenshot │ │ ├── 10_副本.png │ │ ├── 11_副本.png │ │ ├── 12_副本.png │ │ ├── 13_副本.png │ │ ├── 14_副本.png │ │ ├── 15_副本.png │ │ ├── 16_副本.png │ │ ├── 1_副本.png │ │ ├── 2_副本.png │ │ ├── 3_副本.png │ │ ├── 4_副本.png │ │ ├── 5_副本.png │ │ ├── 6_副本.png │ │ ├── 7_副本.png │ │ ├── 8_副本.png │ │ └── 9_副本.png ├── 2.5 Numpy的基本使用（三） │ ├── 2.5 Numpy的基本使用（三）.md │ └── screenshot │ │ ├── 10_副本.png │ │ ├── 11_副本.png │ │ ├── 12_副本.png │ │ ├── 1_副本.png │ │ ├── 2_副本.png │ │ ├── 3_副本.png │ │ ├── 4_副本.png │ │ ├── 5_副本.png │ │ ├── 6_副本.png │ │ ├── 7_副本.png │ │ ├── 8_副本.png │ │ └── 9_副本.png ├── 2.6 Matplotlib的基本使用 │ ├── 2.6 Matplotlib的基本使用.md │ └── screenshot │ │ ├── 1.png │ │ ├── 11.png │ │ ├── 2.png │ │ ├── 3.png │ │ ├── 4.png │ │ ├── 5.png │ │ ├── 6.png │ │ ├── 7.png │ │ ├── 8.png │ │ ├── 9.png │ │ ├── QQ截图20181107125938_副本.png │ │ ├── QQ截图20181107130124_副本.png │ │ ├── QQ截图20181107130142_副本.png │ │ └── QQ截图20181108195151_副本.png └── 2.7 Scikit-learn的简单探索 │ ├── 2.7 Scikit-learn的简单探索.md │ └── screenshot │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ └── QQ截图20181107130015_副本.png ├── 3.KNN ├── 3.1 KNN算法原理与简单实现 │ ├── 3.1 KNN算法原理与简单实现.md │ └── screenshot │ │ ├── 1.png │ │ ├── 10.png │ │ ├── 11.png │ │ ├── 2.png │ │ ├── 3.png │ │ ├── 4.png │ │ ├── 5.png │ │ ├── 6.png │ │ ├── 7.png │ │ ├── 8.png │ │ └── 9.png ├── 3.2 Scikit-learn中KNN算法的封装 │ ├── 3.2 Scikit-learn中KNN算法的封装.md │ ├── kNN.py │ ├── kNNClassifier.py │ └── screenshot │ │ ├── WX20190718-205950@2x.png │ │ ├── WX20190723-143401@2x.png │ │ ├── WX20190723-143643@2x.png │ │ ├── WX20190723-155643@2x.png │ │ └── 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