https://github.com/sktime/skbase

Base classes for creating scikit-learn-like parametric objects, and tools for working with them.
https://github.com/sktime/skbase

framework python scikit-learn-api skbase sktime

Last synced: about 2 months ago
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Base classes for creating scikit-learn-like parametric objects, and tools for working with them.

• Host: GitHub
• URL: https://github.com/sktime/skbase
• Owner: sktime
• License: bsd-3-clause
• Created: 2022-05-21T01:27:28.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2026-01-19T21:42:58.000Z (2 months ago)
• Last Synced: 2026-01-20T04:15:48.718Z (2 months ago)
• Topics: framework, python, scikit-learn-api, skbase, sktime
• Language: Python
• Homepage:
• Size: 1.45 MB
• Stars: 31
• Watchers: 3
• Forks: 29
• Open Issues: 32
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Security: SECURITY.md

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README

          


# Welcome to skbase

> A framework factory for scikit-learn-like and sktime-like parametric objects

`skbase` provides base classes for creating scikit-learn-like parametric objects,

along with tools to make it easier to build your own packages that follow these design patterns.

:rocket: Version 0.13.1 is now available. Check out our

[release notes](https://skbase.readthedocs.io/en/latest/changelog.html).

| Overview | |

|---|---|

| **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) |

| **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) |

| **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&units=international_system&left_color=grey&right_color=blue&left_text=cumulative%20(pypi))](https://pepy.tech/project/scikit-base) |

| **Citation** | [![DOI](https://zenodo.org/badge/494649836.svg)](https://zenodo.org/doi/10.5281/zenodo.10980557) |

[![All Contributors](https://img.shields.io/badge/all_contributors-13-orange.svg?style=flat-square)](#contributors)

## Documentation and Tutorials

To learn more about the package check out:

* our [documentation](https://skbase.readthedocs.io/en/latest/)

* our [introductory tutorial](https://github.com/sktime/sktime-tutorial-pydata-seattle-2023) (jupyter notebooks and video presentation)

## :hourglass_flowing_sand: Install skbase

For trouble shooting or more information, see our

[detailed installation instructions](https://skbase.readthedocs.io/en/latest/user_documentation/installation.html).

- **Operating system**: macOS · Linux · Windows 8.1 or higher

- **Python version**: Python 3.10, 3.11, 3.12, 3.13, and 3.14

- **Package managers**: [pip]

[pip]: https://pip.pypa.io/en/stable/

### pip

skbase releases are available as source packages and binary wheels via PyPI

and can be installed using pip. Checkout the full list of pre-compiled [wheels on PyPi](https://pypi.org/simple/skbase/).

To install the core package use:

```bash

pip install scikit-base

```

or, if you want to install with the maximum set of dependencies, use:

```bash

pip install scikit-base[all_extras]

```

## Contributors ✨

This project follows the

[all-contributors](https://github.com/all-contributors/all-contributors) specification.

Contributions of any kind welcome!

Thanks go to these wonderful people:

[skbase contributors](https://github.com/sktime/skbase/graphs/contributors)