{"id":28196025,"url":"https://github.com/sylvaincom/skore_demo","last_synced_at":"2025-09-23T12:53:14.392Z","repository":{"id":289727798,"uuid":"971468602","full_name":"sylvaincom/skore_demo","owner":"sylvaincom","description":"My demos of the skore python library that I co-maintain, as well as skrub.","archived":false,"fork":false,"pushed_at":"2025-07-08T13:19:01.000Z","size":260,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-08T14:32:38.807Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/sylvaincom.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-04-23T15:09:01.000Z","updated_at":"2025-07-08T13:19:05.000Z","dependencies_parsed_at":"2025-04-24T19:26:39.686Z","dependency_job_id":"0f8e0803-eaa1-4dfc-9d16-96b094f4acb5","html_url":"https://github.com/sylvaincom/skore_demo","commit_stats":null,"previous_names":["sylvaincom/skore_demo"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sylvaincom/skore_demo","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaincom%2Fskore_demo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaincom%2Fskore_demo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaincom%2Fskore_demo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaincom%2Fskore_demo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sylvaincom","download_url":"https://codeload.github.com/sylvaincom/skore_demo/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaincom%2Fskore_demo/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":276580291,"owners_count":25667442,"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","status":"online","status_checked_at":"2025-09-23T02:00:09.130Z","response_time":73,"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":[],"created_at":"2025-05-16T14:15:15.336Z","updated_at":"2025-09-23T12:53:14.387Z","avatar_url":"https://github.com/sylvaincom.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# skore and skrub demo\n\n\u003e For the Skore Hub demo, visit https://github.com/probabl-ai/skore-demo-project\n\nMy demos of the skore python library that I co-maintain (a.k.a. Skore Lib), as well as skrub.\n\nLinks:\n- skore: [GitHub repository](https://github.com/probabl-ai/skore), [documentation](https://skore.probabl.ai/), [demo videos](https://youtube.com/playlist?list=PLSIzlWDI17bTpixfFkooxLpbz4DNQcam3)\n- skrub: [GitHub repository](https://github.com/skrub-data/skrub), [documentation](https://skrub-data.org/stable/)\n- [Get to know Probabl](https://probabl.notion.site/Get-to-know-Probabl-127ef76d36b9804d8ca8e264e42f0cee)\n- Contact: [Sylvain Combettes](https://www.linkedin.com/in/sylvain-combettes/) at `sylvain@probabl.ai`\n\n## Setup\n\nExecute the following bash commands:\n```bash\npython -m venv .venv\nsource .venv/bin/activate\npip install -r requirements.txt\n```\n\n*Note*: For now, I have fixed the version of skore to v0.9.2 in `requirements.txt`.\nThe latest version is:\n\n[![pypi](https://img.shields.io/pypi/v/skore)](https://pypi.org/project/skore/)\n\n## Using this repo\n\nThe `demo.ipynb` notebook is already executed.\n\nYou can visualize a static version of this notebook on [nbviewer](https://nbviewer.org/github/sylvaincom/skore_demo/blob/main/demo.ipynb).\n\n## Recommended resources\n\n- Probabl: présentation des librairies skore et skrub [[YouTube video](https://www.youtube.com/live/cy4cDEHX4-E?si=o0ex01Uv35qNJrj_\u0026t=1662)] → Probabl presentation and Skore Lib demo by Sylvain Combettes at a seminar of the CNRS in April 2025, in French, from 27:42 to 58:47 including Q\u0026A. It uses skore v0.8.2.\n-   Developments in the Scikit-Learn Ecosystem: Going Beyond `.fit(X, y).predict(X)` [[YouTube video](https://www.youtube.com/live/0AdocmpDr84?si=65jvUhz81_cOYmcA\u0026t=450)] → great talk by Probablrs at PyData Milano in March 2025, presenting scikit-learn, skrub, skops, and skore.\n    \u003cdetails\u003e\n    \u003csummary\u003e\u003ci\u003eToggle for the timeline of the video!\u003c/i\u003e\u003c/summary\u003e\n    0:00 - 7:30 → general introduction of PyData Milan\u003cbr\u003e\n    7:30 - 9:25 → brief presentations of Guillaume Lemaitre and Marie Sacksick from Probabl\u003cbr\u003e\n    9:25 - 21:15 → What scikit-learn allows you to do\u003cbr\u003e\n    21:15 - 32:54 → skrub - less wrangling, more machine learning\u003cbr\u003e\n    32:54 - 43:51 → skops - scikit-learn models in production\u003cbr\u003e\n    43:51 - 52:05 → skore - an abstraction to ease data science projects\n    \u003c/details\u003e","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsylvaincom%2Fskore_demo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsylvaincom%2Fskore_demo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsylvaincom%2Fskore_demo/lists"}