{"id":14958360,"url":"https://github.com/sktime/skbase","last_synced_at":"2026-01-25T13:02:32.787Z","repository":{"id":37105727,"uuid":"494649836","full_name":"sktime/skbase","owner":"sktime","description":"Base classes for creating scikit-learn-like parametric objects, and tools for working with them.","archived":false,"fork":false,"pushed_at":"2026-01-19T21:42:58.000Z","size":1518,"stargazers_count":31,"open_issues_count":32,"forks_count":29,"subscribers_count":3,"default_branch":"main","last_synced_at":"2026-01-20T04:15:48.718Z","etag":null,"topics":["framework","python","scikit-learn-api","skbase","sktime"],"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/sktime.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":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2022-05-21T01:27:28.000Z","updated_at":"2026-01-04T13:40:07.000Z","dependencies_parsed_at":"2023-02-19T02:00:44.026Z","dependency_job_id":"e5482780-d040-4f08-a072-24a906e76f63","html_url":"https://github.com/sktime/skbase","commit_stats":{"total_commits":676,"total_committers":13,"mean_commits":52.0,"dds":0.5325443786982249,"last_synced_commit":"10756983946b9f9a5bf89e8ce77a6f110b3754ea"},"previous_names":[],"tags_count":41,"template":false,"template_full_name":null,"purl":"pkg:github/sktime/skbase","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sktime%2Fskbase","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sktime%2Fskbase/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sktime%2Fskbase/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sktime%2Fskbase/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sktime","download_url":"https://codeload.github.com/sktime/skbase/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sktime%2Fskbase/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28753411,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-25T10:25:12.305Z","status":"ssl_error","status_checked_at":"2026-01-25T10:25:11.933Z","response_time":113,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: 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":["framework","python","scikit-learn-api","skbase","sktime"],"created_at":"2024-09-24T13:16:50.162Z","updated_at":"2026-01-25T13:02:32.782Z","avatar_url":"https://github.com/sktime.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ca href=\"https://skbase.readthedocs.io/en/latest/\"\u003e\u003cimg src=\"https://github.com/sktime/skbase/blob/main/docs/source/images/skbase-logo-with-name.png\" width=\"175\" align=\"right\" /\u003e\u003c/a\u003e\n\n# Welcome to skbase\n\n\u003e A framework factory for scikit-learn-like and sktime-like parametric objects\n\n`skbase` provides base classes for creating scikit-learn-like parametric objects,\nalong with tools to make it easier to build your own packages that follow these design patterns.\n\n:rocket: Version 0.13.1 is now available. Check out our\n[release notes](https://skbase.readthedocs.io/en/latest/changelog.html).\n\n| Overview | |\n|---|---|\n| **CI/CD** | [![Tests](https://github.com/sktime/skbase/actions/workflows/test.yml/badge.svg?branch=main)](https://github.com/sktime/skbase/actions/workflows/test.yml) [![codecov](https://codecov.io/gh/sktime/skbase/branch/main/graph/badge.svg?token=2J424NLO82)](https://codecov.io/gh/sktime/skbase) [![Documentation Status](https://readthedocs.org/projects/skbase/badge/?version=latest)](https://skbase.readthedocs.io/en/latest/?badge=latest) [![pre-commit.ci status](https://results.pre-commit.ci/badge/github/sktime/skbase/main.svg)](https://results.pre-commit.ci/latest/github/sktime/skbase/main) |\n| **Code** |  [![!pypi](https://img.shields.io/pypi/v/scikit-base?color=orange)](https://pypi.org/project/scikit-base/)  [![!python-versions](https://img.shields.io/pypi/pyversions/scikit-base)](https://www.python.org/) [![!black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![security: bandit](https://img.shields.io/badge/security-bandit-yellow.svg)](https://github.com/PyCQA/bandit) |\n| **Downloads** | ![PyPI - Downloads](https://img.shields.io/pypi/dw/scikit-base) ![PyPI - Downloads](https://img.shields.io/pypi/dm/scikit-base) [![Downloads](https://static.pepy.tech/personalized-badge/scikit-base?period=total\u0026units=international_system\u0026left_color=grey\u0026right_color=blue\u0026left_text=cumulative%20(pypi))](https://pepy.tech/project/scikit-base) |\n| **Citation** | [![DOI](https://zenodo.org/badge/494649836.svg)](https://zenodo.org/doi/10.5281/zenodo.10980557) |\n\n\u003c!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section --\u003e\n[![All Contributors](https://img.shields.io/badge/all_contributors-13-orange.svg?style=flat-square)](#contributors)\n\u003c!-- ALL-CONTRIBUTORS-BADGE:END --\u003e\n\n## Documentation and Tutorials\n\nTo learn more about the package check out:\n\n* our [documentation](https://skbase.readthedocs.io/en/latest/)\n* our [introductory tutorial](https://github.com/sktime/sktime-tutorial-pydata-seattle-2023) (jupyter notebooks and video presentation)\n\n## :hourglass_flowing_sand: Install skbase\nFor trouble shooting or more information, see our\n[detailed installation instructions](https://skbase.readthedocs.io/en/latest/user_documentation/installation.html).\n\n- **Operating system**: macOS · Linux · Windows 8.1 or higher\n- **Python version**: Python 3.10, 3.11, 3.12, 3.13, and 3.14\n- **Package managers**: [pip]\n\n[pip]: https://pip.pypa.io/en/stable/\n\n### pip\nskbase releases are available as source packages and binary wheels via PyPI\nand can be installed using pip. Checkout the full list of pre-compiled [wheels on PyPi](https://pypi.org/simple/skbase/).\n\nTo install the core package use:\n\n```bash\npip install scikit-base\n```\n\nor, if you want to install with the maximum set of dependencies, use:\n\n```bash\npip install scikit-base[all_extras]\n```\n\n## Contributors ✨\n\nThis project follows the\n[all-contributors](https://github.com/all-contributors/all-contributors) specification.\nContributions of any kind welcome!\n\nThanks go to these wonderful people:\n\n[skbase contributors](https://github.com/sktime/skbase/graphs/contributors)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsktime%2Fskbase","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsktime%2Fskbase","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsktime%2Fskbase/lists"}