diff --git a/SUMMARY.md b/SUMMARY.md index 8eb3ba6f643aa18f087ef06ff06591cc988da826..f97ba6d2fc37868a9a514c1e2c6730d577b37953 100644 --- a/SUMMARY.md +++ b/SUMMARY.md @@ -199,28 +199,40 @@ + [八、机器学习最佳实践和故障排除](docs/handson-cnn-tf/8.md) + [九、大规模训练](docs/handson-cnn-tf/9.md) + [十、参考文献](docs/handson-cnn-tf/10.md) -+ [Python 人工智能中文版](docs/ai-pyREADME.md) - + [前言](docs/ai-py00.md) - + [1 人工智能简介](docs/ai-py01.md) - + [2 人工智能的基本用例](docs/ai-py02.md) - + [3 机器学习管道](docs/ai-py03.md) - + [4 特征选择和特征工程](docs/ai-py04.md) - + [5 使用监督学习的分类和回归](docs/ai-py05.md) - + [6 集成学习的预测分析](docs/ai-py06.md) - + [7 通过无监督学习检测模式](docs/ai-py07.md) - + [8 构建推荐系统](docs/ai-py08.md) - + [9 逻辑编程](docs/ai-py09.md) - + [10 启发式搜索技术](docs/ai-py10.md) - + [11 遗传算法和遗传编程](docs/ai-py11.md) - + [12 云上的人工智能](docs/ai-py12.md) - + [13 使用人工智能构建游戏](docs/ai-py13.md) - + [14 构建语音识别器](docs/ai-py14.md) - + [15 自然语言处理](docs/ai-py15.md) - + [16 聊天机器人](docs/ai-py16.md) - + [17 序列数据和时间序列分析](docs/ai-py17.md) - + [18 图像识别](docs/ai-py18.md) - + [19 神经网络](docs/ai-py19.md) - + [20 将卷积神经网络用于深度学习](docs/ai-py20.md) - + [21 循环神经网络和其他深度学习模型](docs/ai-py21.md) - + [22 通过强化学习创建智能体](docs/ai-py22.md) - + [23 人工智能和大数据](docs/ai-py23.md) \ No newline at end of file ++ [Python 人工智能中文版](docs/ai-py/README.md) + + [前言](docs/ai-py/00.md) + + [1 人工智能简介](docs/ai-py/01.md) + + [2 人工智能的基本用例](docs/ai-py/02.md) + + [3 机器学习管道](docs/ai-py/03.md) + + [4 特征选择和特征工程](docs/ai-py/04.md) + + [5 使用监督学习的分类和回归](docs/ai-py/05.md) + + [6 集成学习的预测分析](docs/ai-py/06.md) + + [7 通过无监督学习检测模式](docs/ai-py/07.md) + + [8 构建推荐系统](docs/ai-py/08.md) + + [9 逻辑编程](docs/ai-py/09.md) + + [10 启发式搜索技术](docs/ai-py/10.md) + + [11 遗传算法和遗传编程](docs/ai-py/11.md) + + [12 云上的人工智能](docs/ai-py/12.md) + + [13 使用人工智能构建游戏](docs/ai-py/13.md) + + [14 构建语音识别器](docs/ai-py/14.md) + + [15 自然语言处理](docs/ai-py/15.md) + + [16 聊天机器人](docs/ai-py/16.md) + + [17 序列数据和时间序列分析](docs/ai-py/17.md) + + [18 图像识别](docs/ai-py/18.md) + + [19 神经网络](docs/ai-py/19.md) + + [20 将卷积神经网络用于深度学习](docs/ai-py/20.md) + + [21 循环神经网络和其他深度学习模型](docs/ai-py/21.md) + + [22 通过强化学习创建智能体](docs/ai-py/22.md) + + [23 人工智能和大数据](docs/ai-py/23.md) ++ [Python 无监督学习实用指南](docs/handson-unsup-learn-py/README.md) + + [零、前言](docs/handson-unsup-learn-py/00.md) + + [一、无监督学习入门](docs/handson-unsup-learn-py/01.md) + + [二、聚类基础](docs/handson-unsup-learn-py/02.md) + + [三、高级聚类](docs/handson-unsup-learn-py/03.md) + + [四、实用的层次聚类](docs/handson-unsup-learn-py/04.md) + + [五、软聚类和高斯混合模型](docs/handson-unsup-learn-py/05.md) + + [六、异常检测](docs/handson-unsup-learn-py/06.md) + + [七、降维和成分分析](docs/handson-unsup-learn-py/07.md) + + [八、无监督神经网络模型](docs/handson-unsup-learn-py/08.md) + + [九、生成对抗网络和 SOM](docs/handson-unsup-learn-py/09.md) + + [十、习题](docs/handson-unsup-learn-py/10.md) \ No newline at end of file diff --git a/docs/handson-unsup-learn-py/00.md b/docs/handson-unsup-learn-py/00.md index a76f808bc5dca0ad6205b95bfc9d81cdaaaa7d09..1b5aa5dbe89f6763355223ba479d7675d2a8b97f 100644 --- a/docs/handson-unsup-learn-py/00.md +++ b/docs/handson-unsup-learn-py/00.md @@ -1,6 +1,6 @@ -# 前言 +# 零、前言 diff --git a/docs/handson-unsup-learn-py/01.md b/docs/handson-unsup-learn-py/01.md index 0091d10ab8d4b734bdbd08d0ec60813acb5f573b..fdb75060ffeed0604ba4b5a42a566ffcb618a83e 100644 --- a/docs/handson-unsup-learn-py/01.md +++ b/docs/handson-unsup-learn-py/01.md @@ -1,6 +1,6 @@ -# 无监督学习入门 +# 一、无监督学习入门 diff --git a/docs/handson-unsup-learn-py/02.md b/docs/handson-unsup-learn-py/02.md index 32ca61fb38ce445ef4f34a82b6885612a6390f06..9f62310c845c5d61d7860e394539fa00af01e8f3 100644 --- a/docs/handson-unsup-learn-py/02.md +++ b/docs/handson-unsup-learn-py/02.md @@ -1,6 +1,6 @@ -# 聚类基础 +# 二、聚类基础 diff --git a/docs/handson-unsup-learn-py/03.md b/docs/handson-unsup-learn-py/03.md index 3f7bad2c7d8b187e41bb60ac158dd568ca5b01c1..d45272231af82640f629020d00d9ad49a087469d 100644 --- a/docs/handson-unsup-learn-py/03.md +++ b/docs/handson-unsup-learn-py/03.md @@ -1,6 +1,6 @@ -# 高级聚类 +# 三、高级聚类 diff --git a/docs/handson-unsup-learn-py/04.md b/docs/handson-unsup-learn-py/04.md index 6846f4246d6e68e688b4a4c8eb63678031942543..8878df5a30a1ceee0a518d2d0bfe17f45c7cc2f0 100644 --- a/docs/handson-unsup-learn-py/04.md +++ b/docs/handson-unsup-learn-py/04.md @@ -1,6 +1,6 @@ -# 实用的层次聚类 +# 四、实用的层次聚类 diff --git a/docs/handson-unsup-learn-py/05.md b/docs/handson-unsup-learn-py/05.md index e7bb56aa5a7ceebd3512025b42fb681b42f5fd90..da51980f99690497eee853412c17ed78bcd38eb7 100644 --- a/docs/handson-unsup-learn-py/05.md +++ b/docs/handson-unsup-learn-py/05.md @@ -1,6 +1,6 @@ -# 软聚类和高斯混合模型 +# 五、软聚类和高斯混合模型 diff --git a/docs/handson-unsup-learn-py/06.md b/docs/handson-unsup-learn-py/06.md index a25ac7df6df2fc8a65dd9ea28ea4f2ea97fd5409..1827c1edcfb330b6b320d74d4162787ac0606784 100644 --- a/docs/handson-unsup-learn-py/06.md +++ b/docs/handson-unsup-learn-py/06.md @@ -1,6 +1,6 @@ -# 异常检测 +# 六、异常检测 diff --git a/docs/handson-unsup-learn-py/07.md b/docs/handson-unsup-learn-py/07.md index 58a883bab50957485ca86b0ec689c264d33f1eb6..cc888064cf261dd040f1ea5f17734b068fe9a7c0 100644 --- a/docs/handson-unsup-learn-py/07.md +++ b/docs/handson-unsup-learn-py/07.md @@ -1,6 +1,6 @@ -# 降维和成分分析 +# 七、降维和成分分析 diff --git a/docs/handson-unsup-learn-py/08.md b/docs/handson-unsup-learn-py/08.md index c05352c09e36e025aed788d3ba467f87f1de9dfd..ade65347382e024a4cda4bf6c155fa82c88da48c 100644 --- a/docs/handson-unsup-learn-py/08.md +++ b/docs/handson-unsup-learn-py/08.md @@ -1,6 +1,6 @@ -# 无监督神经网络模型 +# 八、无监督神经网络模型 diff --git a/docs/handson-unsup-learn-py/09.md b/docs/handson-unsup-learn-py/09.md index 674220d483aa9780061c755dbab5ed0a39a1df4e..2ea27a134831b9eb40451d5ec79d4045dad25b7a 100644 --- a/docs/handson-unsup-learn-py/09.md +++ b/docs/handson-unsup-learn-py/09.md @@ -1,6 +1,6 @@ -# 生成对抗网络和 SOM +# 九、生成对抗网络和 SOM diff --git a/docs/handson-unsup-learn-py/10.md b/docs/handson-unsup-learn-py/10.md index 7184b57b2394a73d22bfd997bfbdcf5fd7779f24..5c9e17b1c31a1d2e1218157a8c679fb38c222aca 100644 --- a/docs/handson-unsup-learn-py/10.md +++ b/docs/handson-unsup-learn-py/10.md @@ -1,6 +1,6 @@ -# 习题 +# 十、习题 diff --git a/docs/handson-unsup-learn-py/README.md b/docs/handson-unsup-learn-py/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e2f5797bf1bdf306dd5d2f07d97dc85c9791a781 --- /dev/null +++ b/docs/handson-unsup-learn-py/README.md @@ -0,0 +1,35 @@ +# Python 无监督学习实用指南 + +> 原文：[Hands-on unsupervised learning with Python](https://b-ok.asia/book/5303228/ac881f) +> +> 协议：[CC BY-NC-SA 4.0](http://creativecommons.org/licenses/by-nc-sa/4.0/) +> +> 自豪地采用[谷歌翻译](https://translate.google.cn/) +> +> 不要担心自己的形象，只关心如何实现目标。——《原则》，生活原则 2.3.c + +* [在线阅读](https://dl.apachecn.org) +* [ApacheCN 面试求职交流群 724187166](https://jq.qq.com/?_wv=1027&k=54ujcL3) +* [ApacheCN 学习资源](http://www.apachecn.org/) + +## 贡献指南 + +本项目需要校对，欢迎大家提交 Pull Request。 + +> 请您勇敢地去翻译和改进翻译。虽然我们追求卓越，但我们并不要求您做到十全十美，因此请不要担心因为翻译上犯错——在大部分情况下，我们的服务器已经记录所有的翻译，因此您不必担心会因为您的失误遭到无法挽回的破坏。（改编自维基百科） + +## 联系方式 + +### 负责人 + +* [飞龙](https://github.com/wizardforcel): 562826179 + +### 其他 + +* 在我们的 [apachecn/apachecn-tf-zh](https://github.com/apachecn/apachecn-tf-zh) github 上提 issue. +* 发邮件到 Email: `apachecn@163.com`. +* 在我们的 [组织学习交流群](http://www.apachecn.org/organization/348.html) 中联系群主/管理员即可. + +## 赞助我们 + +![](http://data.apachecn.org/img/about/donate.jpg) diff --git a/docs/handson-unsup-learn-py/SUMMARY.md b/docs/handson-unsup-learn-py/SUMMARY.md new file mode 100644 index 0000000000000000000000000000000000000000..b3b53b7adea7a96f29189d954a4ccd5aa323d7eb --- /dev/null +++ b/docs/handson-unsup-learn-py/SUMMARY.md @@ -0,0 +1,12 @@ ++ [Python 无监督学习实用指南](README.md) ++ [零、前言](00.md) ++ [一、无监督学习入门](01.md) ++ [二、聚类基础](02.md) ++ [三、高级聚类](03.md) ++ [四、实用的层次聚类](04.md) ++ [五、软聚类和高斯混合模型](05.md) ++ [六、异常检测](06.md) ++ [七、降维和成分分析](07.md) ++ [八、无监督神经网络模型](08.md) ++ [九、生成对抗网络和 SOM](09.md) ++ [十、习题](10.md) \ No newline at end of file