{"id":13474120,"url":"https://github.com/scikit-mine/scikit-mine","last_synced_at":"2025-10-05T00:44:40.372Z","repository":{"id":47205907,"uuid":"248558190","full_name":"scikit-mine/scikit-mine","owner":"scikit-mine","description":"scikit-mine : pattern mining in Python","archived":false,"fork":false,"pushed_at":"2023-05-31T15:50:03.000Z","size":34799,"stargazers_count":73,"open_issues_count":9,"forks_count":10,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-02-16T12:16:07.671Z","etag":null,"topics":["datamining","minimum-description-length","pattern-mining","scikit","scikit-learn"],"latest_commit_sha":null,"homepage":"https://scikit-mine.github.io/scikit-mine/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/scikit-mine.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":"docs/CONTRIBUTING.rst","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2020-03-19T16:57:44.000Z","updated_at":"2025-02-07T08:48:37.000Z","dependencies_parsed_at":"2023-11-10T11:36:30.166Z","dependency_job_id":"ca68eefa-3a4d-48fd-a61d-3ecd7425e478","html_url":"https://github.com/scikit-mine/scikit-mine","commit_stats":{"total_commits":814,"total_committers":12,"mean_commits":67.83333333333333,"dds":"0.47788697788697787","last_synced_commit":"ea85b77beb337e3788bdcdfb2428ee59c289dc3b"},"previous_names":[],"tags_count":8,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mine%2Fscikit-mine","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mine%2Fscikit-mine/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mine%2Fscikit-mine/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mine%2Fscikit-mine/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scikit-mine","download_url":"https://codeload.github.com/scikit-mine/scikit-mine/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239293947,"owners_count":19615043,"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":["datamining","minimum-description-length","pattern-mining","scikit","scikit-learn"],"created_at":"2024-07-31T16:01:09.664Z","updated_at":"2025-10-05T00:44:35.334Z","avatar_url":"https://github.com/scikit-mine.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":".. image:: https://img.shields.io/pypi/v/scikit-mine.svg\n    :target: https://pypi.python.org/pypi/scikit-mine/\n\n\n.. image:: https://codecov.io/gh/remiadon/scikit-mine/branch/master/graph/badge.svg\n  :target: https://codecov.io/gh/remiadon/scikit-mine\n        \n.. image:: https://img.shields.io/badge/powered%20by-INRIA-orange.svg?style=flat\u0026colorA=384257\u0026colorB=E23324\n  :target: https://www.inria.fr/en\n\n.. image:: https://pepy.tech/badge/scikit-mine\n  :target: https://pepy.tech/project/scikit-mine\n\n.. image:: https://mybinder.org/badge_logo.svg\n :target: https://mybinder.org/v2/gh/scikit-mine/scikit-mine/HEAD?filepath=docs%2Ftutorials%2Fperiodic%2Fperiodic_canadian_tv.ipynb\n\n\nScikit-mine : pattern mining in Python\n\n* **Descriptive analysis**, leading to **interpretable**, concise descriptions using the `Minimum Description Length Principle \u003chttps://en.wikipedia.org/wiki/Minimum_description_length\u003e`_\n* **Fast** Algorithms\n* **Simple, extendable API**, inspired by scikit-learn_\n\n.. _scikit-learn: https://scikit-learn.org/\n\n\nResources\n---------\n\n* Free software: BSD license\n* GitHub: https://github.com/scikit-mine/scikit-mine\n* Documentation: https://scikit-mine.github.io/scikit-mine/\n\n\nQuickstart\n----------\n\n\nscikit-mine is a Python module for pattern mining built on top of\nPandas/Numpy/SciPy and is distributed under the 3-Clause BSD license.\n\nIt is currently maintained by a team of volunteers.\n\nSee examples in the tutorials; the notebooks are available here_. To execute the tutorials, you will have to install jupyter notebook or jupyterlab (https://jupyter.org/install)\n\n\n.. _here: https://github.com/scikit-mine/scikit-mine/tree/master/docs/tutorials\n\n\nDependencies\n------------\n\nscikit-mine requires Python\u003e=3.8,\nand some extra dependencies\n\n* scipy\u003e=1.2.1\n* pandas\u003e=1.0.0\n* pyroaring\u003e=0.3.4\n* joblib\u003e=0.11.1\n* sortedcontainers\u003e=2.1.0\n* dataclasses\u003e=0.6\n* networkx\n* wget\u003e=3.2\n* scikit-learn\n* graphviz\n* matplotlib\n* pydot\n\n\nDevelopment\n-----------\n\nThis project benefitted from fundings from the `INRIA center in Rennes, Brittany, France \u003chttps://www.inria.fr/fr/centre-inria-rennes-bretagne-atlantique\u003e`_, as well as from the `CNRS PNRIA Programme \u003chttps://www.ins2i.cnrs.fr/fr/reseau-des-ingenieurs-cnrs-du-programme-national-de-recherche-en-intelligence-artificielle-pnria\u003e`_.\n\nWe welcome new contributors of all experience levels. \n\n\nInternal Contributors\n---------------------\n\n- Rémi Adon (https://github.com/remiadon)\n- Hermann Courteille (https://github.com/hermann74)\n- Cyril Regan (https://github.com/cyril-data)\n- Thomas Betton (https://github.com/thomasbtnfr)\n- Esther Galbrun (https://github.com/nurblageij)\n- Peggy Cellier (https://github.com/PeggyCellier)\n- Alexandre Termier (https://github.com/alexandre-termier)\n- Luis Galárraga (https://github.com/lgalarra)\n- Josie Signe (https://github.com/Darlysia)\n- Francesco Bariatti (https://github.com/fbariatti)\n- Mensah-David Assigbi (https://github.com/davidassigbi)\n- Arnauld-Cyriaque Djedjemel (https://github.com/Ariaque)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscikit-mine%2Fscikit-mine","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscikit-mine%2Fscikit-mine","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscikit-mine%2Fscikit-mine/lists"}