---
title: "机器学习工具包Scikit-learn"
date: 2018-12-29
lastmod: 2020-01-05
weight: 5
type: 
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description: "Python初阶路线图,机器学习工具包Scikit-learn,Scikit-learn"
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keywords: ["程序设计思想,安装Python,运行方式,常用开发工具,编码规范,模块管理"]
---

- Scikit-learn概览
- 数据集
- 数据预处理Preprocessing
- 分类Classification
- 回归Regression
- 聚类Clustering
- 成分分解与降维
- 模型评估与参数调优