整体进度

| 章节 | 贡献者 | 进度 |
| --- | --- | --- |
| [七、Web 技术](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/7.md) | - | - |
| [超文本传输协议](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/7.1.md) | @miaoxiaozui2017 | 100% |
| [八、处理文本](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/8.md) | - | - |
| [python 字符串方法](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/8.1.md) | @miaoxiaozui2017 | 100% |
| [正则表达式](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/8.2.md) | @miaoxiaozui2017 | 100% |
| [regex 和 python](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/8.3.md) | @miaoxiaozui2017 | 100% |
| [九、关系数据库和 SQL](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/9.md) | - | - |
| [关系模型](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/9.1.md) | @miaoxiaozui2017 | 100% |
| [SQL](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/9.2.md) | @miaoxiaozui2017 | |
| [SQL 连接](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/9.3.md) | @miaoxiaozui2017 | |
| [十、建模与估计](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/10.md) | - | - |
| [模型](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/10.1.md) | | |
| [损失函数](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/10.2.md) | | |
| [绝对损失和 Huber 损失](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/10.3.md) | | |
| [十一、梯度下降与数值优化](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/11.md) | - | - |
| [使用程序最小化损失](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/11.1.md) | | |
| [梯度下降](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/11.2.md) | | |
| [凸性](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/11.3.md) | | |
| [随机梯度下降法](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/11.4.md) | | |
| [十二、概率与泛化](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/12.md) | - | - |
| [随机变量](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/12.1.md) | | |
| [期望和方差](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/12.2.md) | | |
| [风险](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/12.3.md) | | |
| [十三、线性模型](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.md) | - | - |
| [预测小费金额](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.1.md) | | |
| [用梯度下降拟合线性模型](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.2.md) | | |
| [多元线性回归](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.3.md) | | |
| [最小二乘-几何透视](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.4.md) | | |
| [线性回归案例研究](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.5.md) | | |
| [十四、特征工程](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/14.md) | - | - |
| [沃尔玛数据集](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/14.1.md) | | |
| [预测冰淇淋评级](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/14.2.md) | | |
| [十五、偏方差权衡](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/15.md) | - | - |
| [风险和损失最小化](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/15.1.md) | | |
| [模型偏差和方差](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/15.2.md) | | |
| [交叉验证](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/15.3.md) | | |
| [十六、正则化](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/16.md) | - | - |
| [正则化直觉](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/16.1.md) | | |
| [L2 正则化：岭回归](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/16.2.md) | | |
| [L1 正则化：LASSO 回归](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/16.3.md) | | |
| [十七、分类](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.md) | - | - |
| [概率回归](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.1.md) | | |
| [Logistic 模型](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.2.md) | | |
| [Logistic 模型的损失函数](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.3.md) | | |
| [使用逻辑回归](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.4.md) | | |
| [经验概率分布的近似](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.5.md) | | |
| [拟合 Logistic 模型](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.6.md) | | |
| [评估 Logistic 模型](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.7.md) | | |
| [多类分类](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.8.md) | | |
| [十八、统计推断](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.md) | - | - |
| [假设检验和置信区间](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.1.md) | | |
| [置换检验](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.2.md) | | |
| [线性回归的自举（真系数的推断）](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.3.md) | | |
| [学生化自举](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.4.md) | | |
| [P-HACKING](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.5.md) | | |
| [十九、向量空间回顾](https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/19.md) | | |

This issue is a progress tracker covering translated textbook files from docs/7.md through docs/19.md, with some sections marked complete and many left blank. Start by reviewing the linked documents and the repository's contribution guidance, if available. The issue does not identify a specific section or define what completion should include.

Written by the indexing model from the issue text.