Metadata-Version: 2.1
Name: cassiopy
Version: 0.0.26
Summary: A python library for clustering using skew-t mixture models.
License: MIT
Author: Maya GUY
Author-email: Maya.guy@msomg.fr
Requires-Python: >=3.8
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Provides-Extra: docs
Requires-Dist: h5py (>=3.11.0)
Requires-Dist: joblib (>=1.4.2)
Requires-Dist: matplotlib (>=3.4.3)
Requires-Dist: numpy (>=1.25)
Requires-Dist: pandas (>=1.3.5)
Requires-Dist: scikit-learn (>=1.5.1)
Requires-Dist: scipy (>=1.10)
Requires-Dist: seaborn (>=0.12)
Description-Content-Type: text/markdown

<h1 align="center">CassioPy</h1><br>

[![PyPI Downloads](https://img.shields.io/pypi/dm/cassiopy.svg?label=PyPI%20downloads)](
https://pypi.org/project/cassiopy/)

[![PyPI version](https://img.shields.io/pypi/v/cassiopy.svg)](
https://pypi.org/project/cassiopy/)

## Skew-t Mixture Model for Clustering

CassioPy is a python library for clustering using the Skew-t distribution. This model is designed to handle data with skewness, providing more accurate clustering results in many real-world scenarios where data may not follow a normal distribution.


## Installation

You can install CassioPy via pip from [Pypi](https://pypi.org/project/cassiopy/):

    $ pip install cassiopy

## Documentation

Check out the documentation at [https://cassiopy.readthedocs.io](https://cassiopy.readthedocs.io/en/latest/)
