Metadata-Version: 1.2
Name: skbel
Version: 2.0.6
Summary: A set of Python modules to implement the Bayesian Evidential Learning (BEL) framework
Home-page: https://github.com/robinthibaut/skbel
Author: Robin Thibaut
Author-email: robin.thibaut@UGent.be
License: BSD-3
Description: .. -*- mode: rst -*-
        
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        .. |Travis| image:: https://travis-ci.com/robinthibaut/skbel.svg?branch=master
        .. _Travis: https://travis-ci.com/robinthibaut/skbel
        
        .. |Doc| image:: https://readthedocs.org/projects/skbel/badge/?version=latest
        .. _Doc: https://skbel.readthedocs.io/en/latest/?badge=latest
        
        .. |PythonVersion| image:: https://img.shields.io/badge/python-3.7%20%7C%203.8%20%7C%203.9-blue
        .. _PythonVersion: https://img.shields.io/badge/python-3.7%20%7C%203.8%20%7C%203.9-blue
        
        .. |PyPi| image:: https://badge.fury.io/py/skbel.svg
        .. _PyPi: https://badge.fury.io/py/skbel
        
        .. |Black| image:: https://img.shields.io/badge/code%20style-black-000000.svg
        .. _Black: https://github.com/psf/black
        
        .. |DOI| image:: https://zenodo.org/badge/369214956.svg
        .. _DOI: https://zenodo.org/badge/latestdoi/369214956
        
        .. |Downloads| image:: https://pepy.tech/badge/skbel
        .. _Downloads: https://pepy.tech/project/skbel
        
        .. |PythonMinVersion| replace:: 3.7
        .. |NumPyMinVersion| replace:: 1.14.6
        .. |SciPyMinVersion| replace:: 1.1.0
        .. |JoblibMinVersion| replace:: 0.11
        .. |MatplotlibMinVersion| replace:: 2.2.2
        .. |Scikit-ImageMinVersion| replace:: 0.24.1
        .. |PandasMinVersion| replace:: 0.25.0
        .. |SeabornMinVersion| replace:: 0.9.0
        .. |PytestMinVersion| replace:: 5.0.1
        
        .. image:: https://raw.githubusercontent.com/robinthibaut/skbel/master/docs/img/illu-01.png
        
        **skbel** is a Python module for implementing the Bayesian Evidential Learning framework built on top of
        scikit-learn and is distributed under the 3-Clause BSD license.
        
        Installation
        ------------
        
        Dependencies
        ~~~~~~~~~~~~
        
        skbel requires:
        
        - Python (>= |PythonMinVersion|)
        - Scikit-Learn (>= |Scikit-ImageMinVersion|)
        - NumPy (>= |NumPyMinVersion|)
        - SciPy (>= |SciPyMinVersion|)
        - joblib (>= |JoblibMinVersion|)
        
        =======
        
        Skbel plotting capabilities require Matplotlib (>= |MatplotlibMinVersion|).
        
        User installation
        ~~~~~~~~~~~~~~~~~
        
        The easiest way to install skbel is using ``pip``   ::
        
            pip install -U skbel
        
        
        Development
        -----------
        
        We welcome new contributors of all experience levels.
        
        Important links
        ~~~~~~~~~~~~~~~
        
        - Official source code repo: https://github.com/robinthibaut/skbel/
        - Download releases: https://pypi.org/project/skbel/
        - Issue tracker: https://github.com/robinthibaut/skbel/issues
        
        Source code
        ~~~~~~~~~~~
        
        You can check the latest sources with the command::
        
            git clone https://github.com/robinthibaut/skbel.git
        
        Contributing
        ~~~~~~~~~~~~
        
        Contributors and feedback from users are welcome. Don't hesitate to submit an issue or a PR, or request a new feature.
        
        
        Testing
        ~~~~~~~
        
        After installation, you can launch the test suite from outside the source
        directory (you will need to have ``pytest`` >= |PyTestMinVersion| installed)::
        
            pytest skbel
        
        
        Help and Support
        ----------------
        
        Documentation
        ~~~~~~~~~~~~~
        
        - HTML documentation (latest release): https://skbel.readthedocs.io/en/latest/
        
        Communication
        ~~~~~~~~~~~~~
        
        - Github Discussions: https://github.com/robinthibaut/skbel/discussions
        
        How to cite
        ----------------
        
        Thibaut, R., 2021. SKBEL – Bayesian Evidential Learning framework built on top of Scikit-learn. Zenodo. https://doi.org/10.5281/zenodo.5526609
        
Platform: UNKNOWN
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved
Classifier: Programming Language :: Python
Classifier: Topic :: Scientific/Engineering
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Requires-Python: >=3.7
