+ [作者](docs/3.md) + [引言](docs/5.md) + [核心概念](docs/6.md) + [交叉验证](docs/7.md) + [线性回归](docs/8.md) + [过拟合和欠拟合](docs/9.md) + [正则化](docs/10.md) + [监督学习](docs/11.md) + [逻辑回归](docs/12.md) + [朴素贝叶斯分类](docs/13.md) + [决策树](docs/14.md) + [k 最近邻](docs/15.md) + [线性支持向量机](docs/16.md) + [无监督学习](docs/17.md) + [聚类](docs/18.md) + [主成分分析](docs/19.md) + [深度学习](docs/20.md) + [多层感知机](docs/21.md) + [卷积神经网络](docs/22.md) + [自编码器](docs/23.md) + [原文的协议](docs/25.md)