{"id":20735140,"url":"https://github.com/djsutherland/skl-groups","last_synced_at":"2026-03-10T02:33:38.786Z","repository":{"id":17811364,"uuid":"20704160","full_name":"djsutherland/skl-groups","owner":"djsutherland","description":"scikit-learn addon to operate on set/\"group\"-based features","archived":false,"fork":false,"pushed_at":"2016-08-08T22:38:51.000Z","size":2267,"stargazers_count":41,"open_issues_count":25,"forks_count":7,"subscribers_count":5,"default_branch":"master","last_synced_at":"2026-02-23T02:31:44.426Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","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/djsutherland.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2014-06-10T22:36:35.000Z","updated_at":"2022-04-06T05:34:05.000Z","dependencies_parsed_at":"2022-09-26T17:41:12.676Z","dependency_job_id":null,"html_url":"https://github.com/djsutherland/skl-groups","commit_stats":null,"previous_names":["dougalsutherland/skl-groups"],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/djsutherland/skl-groups","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djsutherland%2Fskl-groups","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djsutherland%2Fskl-groups/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djsutherland%2Fskl-groups/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djsutherland%2Fskl-groups/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/djsutherland","download_url":"https://codeload.github.com/djsutherland/skl-groups/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djsutherland%2Fskl-groups/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30214588,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-07T12:15:00.571Z","status":"ssl_error","status_checked_at":"2026-03-07T12:15:00.217Z","response_time":53,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":"2024-11-17T05:34:33.356Z","updated_at":"2026-03-10T02:33:38.769Z","avatar_url":"https://github.com/djsutherland.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"|Travis|_\n\n.. |Travis| image:: https://api.travis-ci.org/dougalsutherland/skl-groups.png?branch=master\n.. _Travis: https://travis-ci.org/dougalsutherland/skl-groups\n\nskl-groups\n==========\n\nskl-groups is a package to perform machine learning on sets (or \"groups\") of\nfeatures in Python. It extends the `scikit-learn \u003chttp://scikit-learn.org\u003e`_\nlibrary with support for either transforming sets into feature vectors that\ncan be operated on with standard scikit-learn constructs or obtaining\npairwise similarity/etc matrices that can be turned into kernels for use in\nscikit-learn.\n\nFor an introduction to the package, why you might want to use it, and how to\ndo so, check out\n`the documentation \u003chttps://dougalsutherland.github.io/skl-groups/\u003e`_.\n\nskl-groups is still in fairly early development.\nThe precursor package, `py-sdm \u003chttps://github.com/dougalsutherland/py-sdm/\u003e`_,\nis still somewhat easier to use for some tasks (though it has less functionality\nand less documentation); skl-groups will hopefully match it in the next few weeks.\nFeel free to get in touch (dsutherl@cs.cmu.edu) if you're interested.\n\n\nInstallation\n------------\n\nFull instructions are\n`in the documentation \u003chttps://dougalsutherland.github.io/skl-groups/installation.html\u003e`_,\nbut the short version is to do::\n\n    $ conda install -c dougal -c r skl-groups\n\nif you use conda, or::\n\n    $ pip install skl-groups\n\nif not. If you pip install and want to use the kNN divergence estimator,\nyou'll need to install either\n`cyflann \u003chttps://github.com/dougalsutherland/cyflann/\u003e`_\nor the regular pyflann bindings to FLANN,\nand you'll want a version of FLANN with OpenMP support.\n\nA much faster version of the kNN estimator is enabled by the\nskl-groups-accel package, which you can get via::\n\n    $ pip install skl-groups-accel\n\nIt requires cyflann and a working C compiler with OpenMP support\n(i.e. gcc, not clang).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdjsutherland%2Fskl-groups","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdjsutherland%2Fskl-groups","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdjsutherland%2Fskl-groups/lists"}