> For the complete documentation index, see [llms.txt](https://luweikxy.gitbook.io/machine-learning-notes/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://luweikxy.gitbook.io/machine-learning-notes/python/library/scikit-learn.md).

# scikit-learn

## scikit-learn

* [返回顶层目录](https://luweikxy.gitbook.io/machine-learning-notes/python/library/pages/-LpO5vE88qYwjk5WM_Qf#目录)
* [返回上层目录](/machine-learning-notes/python.md#python)

## scikit-learn简介

**简单介绍**

关注机器学习的同学可以关注一下，很火的开源机器学习工具，这个方面很多例如去年年末Google开源的TensorFlow，或者Theano，caffe([贾扬清](https://www.zhihu.com/people/jiayangqing))，Keras等等，这是另外方面的问题。

主页：[An introduction to machine learning with scikit-learn](http://scikit-learn.org/stable/tutorial/basic/tutorial.html)

## 快速入门

[30分钟学会用scikit-learn的基本回归方法（线性、决策树、SVM、KNN，Adaboost和GBRT）](https://mp.weixin.qq.com/s?__biz=MzA4NzE1NzYyMw==\&mid=2247497622\&idx=2\&sn=797bf376abb721eb4025e20243030c8d\&chksm=903f098ea748809882a1a54334e5f6e0357da2e767ff8f1c5828b5b9fe1b4ad9314ec1049b5c\&mpshare=1\&scene=1\&srcid=0512ZW8fM10mXudEppP6Ba9G#rd)

## 参考资料

* [如何系统地学习Python 中 matplotlib, numpy, scipy, pandas？](https://www.zhihu.com/question/37180159)

scikit-learn简介中的简单介绍就是复制的这里。


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://luweikxy.gitbook.io/machine-learning-notes/python/library/scikit-learn.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
