{"id":15907817,"url":"https://github.com/fatescript/machine-learning","last_synced_at":"2025-06-11T21:35:00.086Z","repository":{"id":161419335,"uuid":"56054430","full_name":"FateScript/Machine-Learning","owner":"FateScript","description":"Codes when studying 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Machine-Learning\n\n含有本人在学习\u003c集体智慧编程\u003e时的源代码  \nIt contains all codes when I was learning ***Programming Collective Intelligence***  \n\n#Instruction  \n\n点击下载，使用python运行即可（ipython更好）  \nDownload them and run them with python(ipython better)\n# Language  \n\n  * Python\n\n  \n# Changelog\n\n### 2016.4.12\n\n  * 创建库，并且上传第二章代码（简单推荐系统）\n  create the repository and upload the source code of 2nd chapter(a simple recommandation system)  \n\n### 2016.4.14\n  * 完成并且上传第三章代码（聚类算法与图形化）  \n   complete and upload the source code of 3rd chapter(cluster algorithm and visualization)  \n\n### 2016.4.19\n  * 完成并且上传第四章代码（搜索与排名）  \n   complete and upload the source code of 4th chapter(pagerank algorithm)  \n\n### 2016.4.24\n  * 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  \n  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\n\n### 2016.5.1\n * 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  \n  complete and upload the source code of 6th chapter,it mainly contains code about Naive Bayes Classifier and Fisher Classifier.\n\n### 2016.5.2\n * 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  \n  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  \n\n### 2016.5.3\n * 完成并上传第八章（k近邻算法）  \n    complete and upload the source code of 8th chapter(kNN algorithm)  \n\n### 2016.5.7\n * 完成并上传第九章（支持向量机）  \n    complete and upload the source code of 9th chapter(SVM)\n\n# About  \n\n* author : [Fatescript](https://github.com/FateScript)\n* E-mail : wffatescript@gmail.com\n\n如果您有任何问题，您可以给我发email，我会尽快回复  \nIf you have any problem, you can email me and I will response as soon as 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