{"id":13600164,"url":"https://github.com/apachecn/hands-on-ml-zh","last_synced_at":"2026-10-18T21:33:03.338Z","repository":{"id":48410083,"uuid":"128623312","full_name":"apachecn/hands-on-ml-zh","owner":"apachecn","description":":book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】","archived":true,"fork":false,"pushed_at":"2021-08-09T03:54:42.000Z","size":43569,"stargazers_count":3771,"open_issues_count":19,"forks_count":1519,"subscribers_count":31,"default_branch":"master","last_synced_at":"2026-10-18T18:26:05.469Z","etag":null,"topics":["book","deep-learning","machine-learning","python","sklearn","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"CSS","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/apachecn.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}},"created_at":"2018-04-08T09:19:49.000Z","updated_at":"2026-10-13T17:41:54.000Z","dependencies_parsed_at":"2022-08-25T02:11:09.262Z","dependency_job_id":null,"html_url":"https://github.com/apachecn/hands-on-ml-zh","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/apachecn/hands-on-ml-zh","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apachecn%2Fhands-on-ml-zh","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apachecn%2Fhands-on-ml-zh/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apachecn%2Fhands-on-ml-zh/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apachecn%2Fhands-on-ml-zh/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/apachecn","download_url":"https://codeload.github.com/apachecn/hands-on-ml-zh/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apachecn%2Fhands-on-ml-zh/sbom","scorecard":{"id":201840,"data":{"date":"2025-08-11","repo":{"name":"github.com/apachecn/hands-on-ml-zh","commit":"8c7bf00299dbafb6634526e7ce91dbada6ec0ccc"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3,"checks":[{"name":"Code-Review","score":0,"reason":"Found 0/1 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"SAST","score":0,"reason":"no SAST tool detected","details":["Warn: no pull requests merged into dev branch"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Maintained","score":0,"reason":"project is archived","details":["Warn: Repository is archived."],"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Dangerous-Workflow","score":-1,"reason":"no workflows found","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Pinned-Dependencies","score":-1,"reason":"no dependencies found","details":null,"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":0,"reason":"license file not detected","details":["Warn: project does not have a license file"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}}]},"last_synced_at":"2025-08-16T22:57:33.098Z","repository_id":48410083,"created_at":"2025-08-16T22:57:33.098Z","updated_at":"2025-08-16T22:57:33.098Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":344872684,"owners_count":38341912,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-10-03T21:59:58.778Z","status":"online","status_checked_at":"2026-10-18T02:00:06.448Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["book","deep-learning","machine-learning","python","sklearn","tensorflow"],"created_at":"2024-08-01T18:00:30.348Z","updated_at":"2026-10-18T21:33:03.025Z","avatar_url":"https://github.com/apachecn.png","language":"CSS","funding_links":[],"categories":["CSS"],"sub_categories":[],"readme":"# Sklearn 与 TensorFlow 机器学习实用指南第二版\n\n![](cover.jpg)\n\n\u003e 协议：[CC BY-NC-SA 4.0](http://creativecommons.org/licenses/by-nc-sa/4.0/)\n\u003e \n\u003e 懦夫才用磁带备份，真男人把重要的东西传到 FTP，然后世界会帮他备份。——林纳斯·托瓦兹\n\n* [在线阅读](https://hands1ml.apachecn.org/)\n* [ApacheCN 面试求职交流群 724187166](https://jq.qq.com/?_wv=1027\u0026k=54ujcL3)\n* [ApacheCN 学习资源](http://www.apachecn.org/)\n* [利用 Python 进行数据分析 第二版](https://github.com/apachecn/pyda-2e-zh)\n\n## 编译\n\n```\nnpm install -g gitbook-cli          # 安装 gitbook\ngitbook fetch 3.2.3                 # 安装 gitbook 子版本\ngitbook install                     # 安装必要的插件\ngitbook \u003cbuild|pdf|epub|mobi\u003e       # 编译 HTML/PDF/EPUB/MOBI\n```\n\n\n## 下载\n\n### Docker\n\n```\ndocker pull apachecn0/hands-on-ml-2e-zh\ndocker run -tid -p \u003cport\u003e:80 apachecn0/hands-on-ml-2e-zh\n# 访问 http://localhost:{port} 查看文档\n```\n\n### PYPI\n\n```\npip install hands-on-ml-2e-zh\nhands-on-ml-2e-zh \u003cport\u003e\n# 访问 http://localhost:{port} 查看文档\n```\n\n### NPM\n\n```\nnpm install -g handson-ml-2e-zh\nhandson-ml-2e-zh \u003cport\u003e\n# 访问 http://localhost:{port} 查看文档\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapachecn%2Fhands-on-ml-zh","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fapachecn%2Fhands-on-ml-zh","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapachecn%2Fhands-on-ml-zh/lists"}