https://github.com/huangcongqing/sklearn

scikit-learn (sklearn) 常用的机器学习，包括回归(Regression)、降维(Dimensionality Reduction)、分类(Classfication)、聚类(Clustering)等方法
https://github.com/huangcongqing/sklearn

scikit-learn sklearn

Last synced: 4 months ago
JSON representation

scikit-learn (sklearn) 常用的机器学习，包括回归(Regression)、降维(Dimensionality Reduction)、分类(Classfication)、聚类(Clustering)等方法

• Host: GitHub
• URL: https://github.com/huangcongqing/sklearn
• Owner: HuangCongQing
• License: mit
• Created: 2019-08-02T09:22:28.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2022-11-28T17:02:51.000Z (over 3 years ago)
• Last Synced: 2025-05-08T22:34:15.317Z (about 1 year ago)
• Topics: scikit-learn, sklearn
• Language: Jupyter Notebook
• Homepage: https://sklearn.apachecn.org/#/
• Size: 73.9 MB
• Stars: 15
• Watchers: 2
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# sklearn

机器学习库

* https://scikit-learn.org/stable/index.html#

* 中文版：https://sklearn.apachecn.org/#/

![](https://img-blog.csdn.net/20181013113947947?watermark/2/text/aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2Z1cWl1YWk=/font/5a6L5L2T/fontsize/400/fill/I0JBQkFCMA==/dissolve/70)

## Tutorials 教程

sklearn安装版本：0.24

### 菜菜的机器学习sklearn

* 视频：https://www.bilibili.com/video/BV1vJ41187hk

* 代码：[菜菜的机器学习sklearn](菜菜的机器学习sklearn)

  * 参考代码:https://github.com/ys1305/sklearn-ml

  * 01决策树

  * 02随机森林

  * 03特征工程

  * 04降维算法

  * 05逻辑回归

  * 06聚类算法

  * 07SVM

  * 08SVM案例

  * 09线性回归

  * 10朴素贝叶斯

  * 11XGBoost

  * 12神经网络

* PPT：[PPT](菜菜的sklearn直播课件)

### 莫凡视频教程

视频：https://www.bilibili.com/video/av17003173/?p=3

代码：

### 点云机器学习sklearn

参考代码：[shaozhenghan](https://github.com/shaozhenghan)/[PointCloud_Classification_using_ML](https://github.com/shaozhenghan/PointCloud_Classification_using_ML)

代码：[PointCloud_Classification_using_ML-master](PointCloud_Classification_using_ML-master)