{"id":24484308,"url":"https://github.com/evanli/python-ml-blueprints","last_synced_at":"2025-05-07T16:57:13.801Z","repository":{"id":119525719,"uuid":"167131235","full_name":"EvanLi/Python-ML-Blueprints","owner":"EvanLi","description":"Python Machine Learning Blueprints（Python机器学习实践指南）书籍代码实现，配有中文说明","archived":false,"fork":false,"pushed_at":"2021-03-26T03:34:21.000Z","size":56736,"stargazers_count":12,"open_issues_count":0,"forks_count":3,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-31T12:05:21.240Z","etag":null,"topics":["blueprints","jupyter-notebook","machine-learning","python"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/EvanLi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"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,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-01-23T06:38:39.000Z","updated_at":"2025-02-21T16:21:26.000Z","dependencies_parsed_at":null,"dependency_job_id":"5144a2e3-e817-43fc-b257-ccfe2b457763","html_url":"https://github.com/EvanLi/Python-ML-Blueprints","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/EvanLi%2FPython-ML-Blueprints","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EvanLi%2FPython-ML-Blueprints/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EvanLi%2FPython-ML-Blueprints/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EvanLi%2FPython-ML-Blueprints/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/EvanLi","download_url":"https://codeload.github.com/EvanLi/Python-ML-Blueprints/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252921953,"owners_count":21825632,"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":["blueprints","jupyter-notebook","machine-learning","python"],"created_at":"2025-01-21T13:14:18.567Z","updated_at":"2025-05-07T16:57:13.789Z","avatar_url":"https://github.com/EvanLi.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Python Machine Learning Blueprints（Python机器学习实践指南）\n\n\n## About the book\n\n[Python Machine Learning Blueprints](https://www.packtpub.com/big-data-and-business-intelligence/python-machine-learning-blueprints?utm_source=github\u0026utm_medium=repository\u0026utm_campaign=9781784394752), published by Packt. \n\nIt contains all the supporting project files necessary to work through the book from start to finish.\n\n英文版官方代码Github链接：[Python-Machine-Learning-Blueprints](https://github.com/PacktPublishing/Python-Machine-Learning-Blueprints)\n\n## PDF书籍\n\n- [Python机器学习实践指南](./Python机器学习实践指南.pdf) \\| \t[download(43.2M)](https://github.com/EvanLi/Python-ML-Blueprints/raw/master/Python机器学习实践指南.pdf)\n- [Python机器学习实践指南_compressed](./Python机器学习实践指南_compressed.pdf) \\| \t[download(14.1M)](https://github.com/EvanLi/Python-ML-Blueprints/raw/master/Python机器学习实践指南_compressed.pdf)\n\n## 项目说明\n\n按照书籍内容添加了中文说明，并修改了一些代码上的更新变化（如python,sklearn一些模块的弃用、更新等）。","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fevanli%2Fpython-ml-blueprints","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fevanli%2Fpython-ml-blueprints","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fevanli%2Fpython-ml-blueprints/lists"}