{"id":13474564,"url":"https://github.com/bfortuner/ml-glossary","last_synced_at":"2025-05-14T15:07:21.829Z","repository":{"id":39717812,"uuid":"88885145","full_name":"bfortuner/ml-glossary","owner":"bfortuner","description":"Machine learning glossary","archived":false,"fork":false,"pushed_at":"2024-08-08T03:16:06.000Z","size":8350,"stargazers_count":3055,"open_issues_count":23,"forks_count":736,"subscribers_count":124,"default_branch":"master","last_synced_at":"2025-04-10T11:02:17.027Z","etag":null,"topics":["cheatsheets","data-science","deep-learning","deep-learning-tutorial","machine-learning","neural-network"],"latest_commit_sha":null,"homepage":"http://ml-cheatsheet.readthedocs.io","language":"Python","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/bfortuner.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":"2017-04-20T16:05:19.000Z","updated_at":"2025-04-05T20:18:38.000Z","dependencies_parsed_at":"2024-09-20T23:01:33.989Z","dependency_job_id":"0285a67c-4e67-460d-8744-c3f23f17978a","html_url":"https://github.com/bfortuner/ml-glossary","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/bfortuner%2Fml-glossary","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bfortuner%2Fml-glossary/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bfortuner%2Fml-glossary/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bfortuner%2Fml-glossary/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bfortuner","download_url":"https://codeload.github.com/bfortuner/ml-glossary/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254169583,"owners_count":22026213,"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":["cheatsheets","data-science","deep-learning","deep-learning-tutorial","machine-learning","neural-network"],"created_at":"2024-07-31T16:01:13.217Z","updated_at":"2025-05-14T15:07:21.759Z","avatar_url":"https://github.com/bfortuner.png","language":"Python","funding_links":[],"categories":["Python","其他_机器学习与深度学习","📚 Project Purpose"],"sub_categories":["Machine Learning (Entry-Level)"],"readme":"# Machine Learning Glossary\n\n## Looking for fellow maintainers!\nApologies for my non-responsiveness. :( I've been heads down at Cruise, buiding ML infra for self-driving cars, and haven't reviewed this repo in forever. Looks like we're getting `54k monthly active users` now and I think the repo deserves more attention. Let me know if you would be interested in joining as a maintainer with priviledges to merge PRs. \n\n[View The Glossary](http://ml-cheatsheet.readthedocs.io/en/latest/)\n\n## How To Contribute\n\n1. Clone Repo\n```\ngit clone https://github.com/bfortuner/ml-glossary.git\n```\n\n2. Install Dependencies\n```\n# Assumes you have the usual suspects installed: numpy, scipy, etc..\npip install sphinx sphinx-autobuild\npip install sphinx_rtd_theme\npip install recommonmark\n```\nFor python-3.x installed, use:\n```\npip3 install sphinx sphinx-autobuild\npip3 install sphinx_rtd_theme\npip3 install recommonmark\n```\n3. Preview Changes\n\nIf you are using make build.\n\n```\ncd ml-glossary\ncd docs\nmake html\n```\n\nFor Windows. \n\n```\ncd ml-glossary\ncd docs\nbuild.bat html\n```\n\n\n4. Verify your changes by opening the `index.html` file in `_build/`\n\n5. [Submit Pull Request](https://help.github.com/articles/creating-a-pull-request/)\n\n\n### Short for time?\n\nFeel free to raise an [issue](https://github.com/bfortuner/ml-glossary/issues) to correct errors or contribute content without a pull request.\n\n\n## Style Guide\n\nEach entry in the glossary MUST include the following at a minimum:\n\n1. **Concise explanation** - as short as possible, but no shorter\n2. **Citations** - Papers, Tutorials, etc.\n\nExcellent entries will also include:\n\n1. **Visuals** - diagrams, charts, animations, images\n2. **Code** - python/numpy snippets, classes, or functions\n3. **Equations** - Formatted with Latex\n\nThe goal of the glossary is to present content in the most accessible way possible, with a heavy emphasis on visuals and interactive diagrams. That said, in the spirit of rapid prototyping, it's okay to to submit a \"rough draft\" without visuals or code. We expect other readers will enhance your submission over time.\n\n\n## Why RST and not Markdown?\n\nRST has more features. For large and complex documentation projects, it's the logical choice.\n\n* https://eli.thegreenplace.net/2017/restructuredtext-vs-markdown-for-technical-documentation/\n\n\n## Top Contributors\n\nWe're big fans of [Distill](http://distill.pub/prize) and we like their idea of offering prizes for high-quality submissions. We don't have as much money as they do, but we'd still like to reward contributors in some way for contributing to the glossary. For instance a cheatsheet cryptocurreny where tokens equal commits ;). Let us know if you have better ideas. In the end, this is an open-source project and we hope contributing to a repository of concise, accessible, machine learning knowledge is enough incentive on its own!\n\n\n## Tips and Tricks\n\n* [Adding equations](http://www.sphinx-doc.org/en/stable/ext/math.html)\n* [Working with Jupyter Notebook](http://louistiao.me/posts/demos/ipython-notebook-demo/)\n* Quickstart with Jupyter notebook template\n* Graphs and charts\n* Importing images\n* Linking to code\n\n\n## Resources\n\n* [Desmos Graphing Tool](https://www.desmos.com/calculator)\n* [3D Graphing Tool](https://www.geogebra.org/3d)\n* [How To Submit Pull Requests](https://help.github.com/articles/creating-a-pull-request/)\n* [RST Cheatsheet](http://docutils.sourceforge.net/docs/user/rst/quickref.html)\n* [Markdown Cheatsheet](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet)\n* [Citation Generator](http://www.citationmachine.net)\n* [MathJax Cheatsheet](https://math.meta.stackexchange.com/questions/5020/mathjax-basic-tutorial-and-quick-reference)\n* [Embedding Math Equations](http://www.sphinx-doc.org/en/stable/ext/math.html)\n* [Sphinx Tutorial](https://pythonhosted.org/an_example_pypi_project/sphinx.html)\n* [Sphinx Docs](http://www.sphinx-doc.org/en/stable/markup/code.html)\n* [Sphinx Cheatsheet](http://openalea.gforge.inria.fr/doc/openalea/doc/_build/html/source/sphinx/rest_syntax.html)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbfortuner%2Fml-glossary","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbfortuner%2Fml-glossary","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbfortuner%2Fml-glossary/lists"}