{"id":28539385,"url":"https://github.com/yourtion/dataminingguidebook","last_synced_at":"2025-07-08T10:32:20.488Z","repository":{"id":70071493,"uuid":"56114649","full_name":"yourtion/DataminingGuideBook","owner":"yourtion","description":"《面向程序员的数据挖掘指南》Gitbook","archived":false,"fork":false,"pushed_at":"2017-03-08T02:24:17.000Z","size":19468,"stargazers_count":64,"open_issues_count":0,"forks_count":33,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-06-09T18:49:19.917Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://dataminingguide.books.yourtion.com","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/yourtion.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2016-04-13T02:35:18.000Z","updated_at":"2025-02-18T08:53:02.000Z","dependencies_parsed_at":"2023-04-08T02:46:37.146Z","dependency_job_id":null,"html_url":"https://github.com/yourtion/DataminingGuideBook","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/yourtion/DataminingGuideBook","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yourtion%2FDataminingGuideBook","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yourtion%2FDataminingGuideBook/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yourtion%2FDataminingGuideBook/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yourtion%2FDataminingGuideBook/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yourtion","download_url":"https://codeload.github.com/yourtion/DataminingGuideBook/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yourtion%2FDataminingGuideBook/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264250444,"owners_count":23579522,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-06-09T18:31:43.569Z","updated_at":"2025-07-08T10:32:20.472Z","avatar_url":"https://github.com/yourtion.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# 《面向程序员的数据挖掘指南》\n\n作者：[Ron Zacharski](http://zacharski.org/) [CC BY-NC 3.0](http://i.creativecommons.org/l/by-nc/3.0/80x15.png)]\nhttps://github.com/egrcc/guidetodatamining\n\n原文 \u003chttp://guidetodatamining.com/\u003e\n\n译文来自 [@egrcc](https://github.com/egrcc/) 的 https://github.com/egrcc/guidetodatamining\n\n根据译文做了排版优化，修正部分错误问题，支持语法高亮。\n\n下载电子书: https://www.gitbook.com/book/yourtion/dataminingguide/details\n\n直接下载：[PDF](https://www.gitbook.com/download/pdf/book/yourtion/dataminingguide)、[EPub](https://www.gitbook.com/download/epub/book/yourtion/dataminingguide)、[Mobi](https://www.gitbook.com/download/mobi/book/yourtion/dataminingguide)\n\n## 欢迎辞\n\n![](img/mozi.jpeg)\n\n这是一本用于学习基本数据挖掘知识的书籍。大部分关于数据挖掘的书籍都着重于讲解理论知识，难以理解，让人望而却步。不要误会，这些理论知识还是非常重要的。但如果你是一名程序员，想对数据挖掘做一些了解，一定会需要一本面向初学者的入门书籍。这就是撰写本书的初衷。\n\n这本指南采用“边学边做”的方式编写，因此在阅读本书时，我强烈建议您动手实践每一章结束提供的练习题和实验题，使用书中的Python脚本将其运行起来。书中有一系列展示数据挖掘技术的实例，因此在阅读完本书后，你就能掌握这些技术了。这本书以Creative Commons协议发布，可以免费下载。你可以任意分发这本书的副本，或者重新组织它的内容。也许将来我会提供一本纸质的书籍，不过这里的在线版本永远是免费的。\n\n## 源码\n\n[DataminingGuideBook-Codes](https://github.com/yourtion/DataminingGuideBook-Codes)\n\n## GitBook 排版\n\n**Yourtion**\n- yourtion@gmail.com\n- https://github.com/yourtion\n\n**如有修改建议优化，请直接Fork：\u003chttps://github.com/yourtion/DataminingGuideBook/\u003e 进行修改并申请 Pull Request。**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyourtion%2Fdataminingguidebook","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyourtion%2Fdataminingguidebook","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyourtion%2Fdataminingguidebook/lists"}