https://github.com/andreablengino/baypy

A python library for solving bayesian regression models through a Monte Carlo Markov chain sampling.
https://github.com/andreablengino/baypy

bayesian-inference bayesian-statistics markov-chain monte-carlo monte-carlo-simulation regression statistics

Last synced: 19 days ago
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A python library for solving bayesian regression models through a Monte Carlo Markov chain sampling.

• Host: GitHub
• URL: https://github.com/andreablengino/baypy
• Owner: AndreaBlengino
• License: gpl-3.0
• Created: 2023-08-15T19:56:24.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2024-04-13T14:51:03.000Z (9 months ago)
• Last Synced: 2024-04-14T03:21:05.312Z (9 months ago)
• Topics: bayesian-inference, bayesian-statistics, markov-chain, monte-carlo, monte-carlo-simulation, regression, statistics
• Language: Python
• Homepage: https://pypi.org/project/baypy/
• Size: 5.16 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.rst
  • Contributing: .github/CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

README

        
.. image:: https://github.com/AndreaBlengino/baypy/blob/master/docs/source/_static/logo.png?raw=true

   :alt: Logo

Bayesian Monte Carlo Markov Chain Regression

--------------------------------------------

**baypy** is a python package for solving bayesian regression models

through a Monte Carlo Markov chain sampling.

.. list-table::

   :stub-columns: 1

   :widths: auto

   :width: 100%

   * - Release

     - |pypi_release| |build|

   * - Versioning

     - |supported_python_versions| |semver| |dependencies|

   * - Tests

     - |linux_tests| |macos_tests| |windows_tests| |test_coverage|

   * - Documentation

     - |docs|

   * - Code Quality

     - |codefactor_grade| |codacy_grade| |issues|

   * - License

     - |license|

.. |pypi_release| image:: https://img.shields.io/pypi/v/baypy?label=release&color=blue

   :target: https://pypi.org/project/baypy/

   :alt: PyPI - Library Version

.. |build| image:: https://img.shields.io/github/actions/workflow/status/AndreaBlengino/baypy/release.yml.svg?logo=github

   :target: https://github.com/AndreaBlengino/baypy/actions/workflows/release.yml

   :alt: Package Build

.. |supported_python_versions| image:: https://img.shields.io/pypi/pyversions/baypy?logo=python&logoColor=gold

   :target: https://pypi.org/project/baypy/

   :alt: PyPI - Supported Python Versions

.. |semver| image:: https://img.shields.io/badge/semver-2.0.0-blue.svg

   :target: https://semver.org/

.. |dependencies| image:: https://dependency-dash.repo-helper.uk/github/AndreaBlengino/baypy/badge.svg

   :target: https://dependency-dash.repo-helper.uk/github/AndreaBlengino/baypy

   :alt: Dependencies Status

.. |linux_tests| image:: https://img.shields.io/github/actions/workflow/status/AndreaBlengino/baypy/linux_test.yml.svg?logo=linux&logoColor=white&label=Linux

   :target: https://github.com/AndreaBlengino/baypy/actions/workflows/linux_test.yml

   :alt: Linux Tests

.. |macos_tests| image:: https://img.shields.io/github/actions/workflow/status/AndreaBlengino/baypy/macos_test.yml.svg?logo=apple&label=macOS

   :target: https://github.com/AndreaBlengino/baypy/actions/workflows/macos_test.yml

   :alt: macOS Tests

.. |windows_tests| image:: https://img.shields.io/github/actions/workflow/status/AndreaBlengino/baypy/windows_test.yml.svg?logo=windows&label=Windows

   :target: https://github.com/AndreaBlengino/baypy/actions/workflows/windows_test.yml

   :alt: Windows Tests

.. |test_coverage| image:: https://img.shields.io/codecov/c/github/AndreaBlengino/baypy/master?logo=codecov

   :target: https://codecov.io/gh/AndreaBlengino/baypy

   :alt: Test Coverage

.. |docs| image:: https://img.shields.io/readthedocs/baypy/latest?logo=read%20the%20docs

   :target: https://baypy.readthedocs.io/en/latest/?badge=latest

   :alt: Documentation Build Status

.. |codefactor_grade| image:: https://img.shields.io/codefactor/grade/github/AndreaBlengino/baypy?logo=codefactor&label=CodeFactor

   :target: https://www.codefactor.io/repository/github/andreablengino/baypy

   :alt: CodeFactor Grade

.. |codacy_grade| image:: https://img.shields.io/codacy/grade/132c2f3d93344ae0934ea808bbf17f05?logo=codacy&label=Codacy

   :target: https://app.codacy.com/gh/AndreaBlengino/baypy/dashboard

   :alt: Codacy Grade

.. |issues| image:: https://img.shields.io/github/issues/AndreaBlengino/baypy?logo=github

   :target: https://github.com/AndreaBlengino/baypy/issues

   :alt: Open Issues

.. |license| image:: https://img.shields.io/badge/License-GPLv3-blue.svg

   :target: https://github.com/AndreaBlengino/baypy/blob/master/LICENSE

   :alt: License

References

----------

- `Installation `_

- `PyPI `_

- `Documentation `_

- `Usage Examples `_

- `Issue tracker `_

- `Source code `_

- `GNU General Public License v3.0 `_

- `Release Notes `_

Contributing

------------

The baypy project welcomes your expertise and enthusiasm!  

All contributions, bug reports, bug fixes, documentation improvements, 

enhancements and ideas are welcome.  

Writing code isn't the only way to contribute to baypy. You can also:

- develop tutorials, presentations and other educational materials

- maintain and improve the `documentation `_,

- help with outreach and onboard new contributors

Have a look at the `contributing guide `_.

If you are new to contributing to open source, `this guide `_ helps explain

why, what, and how to successfully get involved.