{"id":13672672,"url":"https://github.com/apachecn/interpretable-ml-book-zh","last_synced_at":"2025-04-27T22:32:40.505Z","repository":{"id":91286833,"uuid":"201021389","full_name":"apachecn/interpretable-ml-book-zh","owner":"apachecn","description":"interpretable-ml-book中文翻译","archived":true,"fork":false,"pushed_at":"2021-01-02T12:55:06.000Z","size":9619,"stargazers_count":138,"open_issues_count":1,"forks_count":43,"subscribers_count":14,"default_branch":"master","last_synced_at":"2024-11-11T10:42:39.190Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Shell","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/apachecn.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2019-08-07T09:48:23.000Z","updated_at":"2024-11-06T15:09:03.000Z","dependencies_parsed_at":null,"dependency_job_id":"c390a4eb-2435-4510-832d-ad4e26800672","html_url":"https://github.com/apachecn/interpretable-ml-book-zh","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apachecn%2Finterpretable-ml-book-zh","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apachecn%2Finterpretable-ml-book-zh/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apachecn%2Finterpretable-ml-book-zh/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apachecn%2Finterpretable-ml-book-zh/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/apachecn","download_url":"https://codeload.github.com/apachecn/interpretable-ml-book-zh/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251219600,"owners_count":21554444,"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":"2024-08-02T09:01:43.726Z","updated_at":"2025-04-27T22:32:35.495Z","avatar_url":"https://github.com/apachecn.png","language":"Shell","readme":"# 可解释的机器学习\n\n![](cover.jpg)\n\n\u003e 原书：[christophm/interpretable-ml-book](https://christophm.github.io/interpretable-ml-book/index.html)\n\u003e \n\u003e 协议：[CC BY-NC-SA 4.0](http://creativecommons.org/licenses/by-nc-sa/4.0/)\n\u003e\n\u003e 我相信大家都知道程序员讨厌的四件事，那就是：写注释、写文档、别人不写注释、别人不写文档。\n\n- [ApacheCN 机器学习交流群 629470233](http://shang.qq.com/wpa/qunwpa?idkey=30e5f1123a79867570f665aa3a483ca404b1c3f77737bc01ec520ed5f078ddef)\n- [ApacheCN 学习资源](http://www.apachecn.org/)\n\n## 目录\n\n+   [前言](docs/0.md)\n+   [第一章 引言](docs/1.md)\n+   [第二章 解释性](docs/2.md)\n+   [第三章 数据集](docs/3.md)\n+   [第四章 解释模型](docs/4.md)\n+   [第五章 模型不可知论方法](docs/5.md)\n+   [第六章 基于实例的解释](docs/6.md)\n+   [第七章 神经网络解释](docs/7.md)\n+   [第八章 水晶球](docs/8.md)\n+   [第九章 贡献](docs/9.md)\n+   [第十章 引用本书](docs/10.md)\n\n## 致谢\n\n感谢原作者与百度翻译API，以下为作者联系方式\n\nMail: [christoph.molnar.ai@gmail.com](mailto:christoph.molnar.ai@gmail.com)\n\nWebsite: \u003chttps://christophm.github.io/\u003e\n\nFollow me on Twitter! [@ChristophMolnar](https://twitter.com/ChristophMolnar)\n\nCover by [@YvonneDoinel](https://twitter.com/YvonneDoinel)\n\n可以在  [leanpub.com](https://leanpub.com/interpretable-machine-learning) 购买PDF和电子书版（epub, mobi）\n\n可以在 [lulu.com](http://www.lulu.com/shop/christoph-molnar/interpretable-machine-learning/paperback/product-24036234.html) 上面购买纸质版\n\n## 负责人\n\n- [wnma](interpretable-ml-book): 1003324213\n\n## 贡献指南\n\n\n项目当前处于翻译阶段，请查看[贡献指南](CONTRIBUTING.md)，并在[整体进度](https://github.com/apachecn/interpretable-ml-book-zh/issues/1)中领取任务。\n\n\u003e 请您勇敢地去翻译和改进翻译。虽然我们追求卓越，但我们并不要求您做到十全十美，因此请不要担心因为翻译上犯错——在大部分情况下，我们的服务器已经记录所有的翻译，因此您不必担心会因为您的失误遭到无法挽回的破坏。（改编自维基百科）\n\n## 赞助我们\n\n![img](http://data.apachecn.org/img/about/donate.jpg)\n","funding_links":[],"categories":["Shell"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapachecn%2Finterpretable-ml-book-zh","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fapachecn%2Finterpretable-ml-book-zh","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapachecn%2Finterpretable-ml-book-zh/lists"}