https://github.com/fatescript/machine-learning

Codes when studying ML
https://github.com/fatescript/machine-learning

Last synced: 24 days ago
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Codes when studying ML

• Host: GitHub
• URL: https://github.com/fatescript/machine-learning
• Owner: FateScript
• Created: 2016-04-12T10:44:39.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2016-05-15T00:36:39.000Z (over 8 years ago)
• Last Synced: 2024-10-28T12:25:48.657Z (2 months ago)
• Language: Python
• Size: 4.64 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Machine-Learning

含有本人在学习<集体智慧编程>时的源代码  

It contains all codes when I was learning ***Programming Collective Intelligence***  

#Instruction  

点击下载，使用python运行即可（ipython更好）  

Download them and run them with python(ipython better)

# Language  

  * Python

  

# Changelog

### 2016.4.12

  * 创建库，并且上传第二章代码（简单推荐系统）

  create the repository and upload the source code of 2nd chapter(a simple recommandation system)  

### 2016.4.14

  * 完成并且上传第三章代码（聚类算法与图形化）  

   complete and upload the source code of 3rd chapter(cluster algorithm and visualization)  

### 2016.4.19

  * 完成并且上传第四章代码（搜索与排名）  

   complete and upload the source code of 4th chapter(pagerank algorithm)  

### 2016.4.24

  * 完成并上传第五章代码（优化），其中关于遗传算法的实现中的mutate函数原书有bug，有所更改  

  complete and upload the source code of 5th chapter(optimization) and I change the code of function mutate in class geneticoptimize because the original code has some bug

### 2016.5.1

 * 完成并上传第六章代码，其中主要包含针对朴素贝叶斯分类器，费舍尔分类器的代码  

  complete and upload the source code of 6th chapter,it mainly contains code about Naive Bayes Classifier and Fisher Classifier.

### 2016.5.2

 * 完成并上传第七章决策树代码，其中简直函数prune与原书略有差别  

  complete and upload the source code of 7th chapter,in function prune,I change a place,so it can be a little different from the book  

### 2016.5.3

 * 完成并上传第八章（k近邻算法）  

    complete and upload the source code of 8th chapter(kNN algorithm)  

### 2016.5.7

 * 完成并上传第九章（支持向量机）  

    complete and upload the source code of 9th chapter(SVM)

# About  

* author : [Fatescript](https://github.com/FateScript)

* E-mail : [email protected]

如果您有任何问题，您可以给我发email，我会尽快回复  

If you have any problem, you can email me and I will response as soon as possible.