{"id":14958363,"url":"https://github.com/bpesquet/mlkatas","last_synced_at":"2025-10-24T14:32:10.078Z","repository":{"id":57442302,"uuid":"149574658","full_name":"bpesquet/mlkatas","owner":"bpesquet","description":"(Phased out) A series of challenges for practicing your Machine Learning and Deep Learning skills","archived":false,"fork":false,"pushed_at":"2024-03-22T20:29:35.000Z","size":20191,"stargazers_count":68,"open_issues_count":0,"forks_count":19,"subscribers_count":7,"default_branch":"master","last_synced_at":"2025-01-31T02:22:44.835Z","etag":null,"topics":["activity","assignment","challenge","exercise","kata","keras","machine-learning","nbgrader","numpy","python","scikit-learn"],"latest_commit_sha":null,"homepage":"https://www.bpesquet.fr/mlkatas/","language":"Jupyter Notebook","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/bpesquet.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":"2018-09-20T08:11:15.000Z","updated_at":"2025-01-29T21:29:06.000Z","dependencies_parsed_at":"2024-03-22T21:47:36.767Z","dependency_job_id":null,"html_url":"https://github.com/bpesquet/mlkatas","commit_stats":{"total_commits":88,"total_committers":1,"mean_commits":88.0,"dds":0.0,"last_synced_commit":"fcc6f779c8d660cb47ee7d73b4a33d3fdcf9fe89"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bpesquet%2Fmlkatas","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bpesquet%2Fmlkatas/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bpesquet%2Fmlkatas/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bpesquet%2Fmlkatas/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bpesquet","download_url":"https://codeload.github.com/bpesquet/mlkatas/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":237990595,"owners_count":19398455,"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":["activity","assignment","challenge","exercise","kata","keras","machine-learning","nbgrader","numpy","python","scikit-learn"],"created_at":"2024-09-24T13:16:50.637Z","updated_at":"2025-10-24T14:32:05.009Z","avatar_url":"https://github.com/bpesquet.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"![Supported Python Versions](https://img.shields.io/badge/Python-\u003e=3.6-blue.svg?logo=python\u0026logoColor=white)\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n\n# ⛩ Machine Learning Katas\n\n\u003e This project is being phased out and replaced by [ainotes](https://github.com/bpesquet/ainotes).\n\nThis repository contains the source files for the [Machine Learning Katas](https://www.bpesquet.fr/mlkatas), a series of challenges for practicing your Machine Learning and Deep Learning skills.\n\n## Usage\n\nThe katas are mostly self-correcting [Jupyter Notebooks](https://jupyter.org/) that can be executed either:\n\n- online, by accessing the [katas website](https://bpesquet.github.io/mlkatas/).\n\n- locally, by cloning or downloading this repository then spinning up a Jupyter notebook server on your local machine.\n\n## Development notes\n\n### Adding katas\n\nThe katas are generated by [nbgrader](https://nbgrader.readthedocs.io) from completed versions that live in a separate, private repository.\n\n### Generating the site\n\nThe [website](https://www.bpesquet.fr/mlkatas) is generated by [Jupyter Book](https://jupyterbook.org). After installing it, execute the following command in the root folder to generate the HTML output in the `_build` subdirectory:\n\n```bash\njupyter-book build .\n```\n\nA [GitHub action](.github/workflows/deploy.yaml) is used to publish this output as a website.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbpesquet%2Fmlkatas","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbpesquet%2Fmlkatas","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbpesquet%2Fmlkatas/lists"}