Metadata-Version: 2.1
Name: separability_index
Version: 0.1.0
Summary: A suite of tools to assess the separability of two datasets.
Home-page: https://github.com/RPretellD/separability_index
Author: A. Renmin Pretell Ductram, Scott J. Brandenberg
Author-email: rpretell@unr.edu, sjbrandenberg@ucla.edu
License: MIT
Keywords: separability
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy

# Separability Index

A suite of tools to assess the separability of two datasets. 


## Example
- [Example 1](https://github.com/RPretellD/separability_index/blob/main/Examples/Example_1.ipynb): Separability index for a case of hardly separable two-component datasets.
- [Example 2](https://github.com/RPretellD/separability_index/blob/main/Examples/Example_2.ipynb): Separability index for a case of somewhat separable two-component datasets.
- [Example 3](https://github.com/RPretellD/separability_index/blob/main/Examples/Example_3.ipynb): Separability index for a case of highly separable two-component datasets.<br><br>

- An example application is presented by Pretell et al.: 

> Pretell, R., Brandenberg, S.J., and Stewart, J.P. "Consistently computed ground motion intensity measures at liquefaction case history sites". (In preparation). 


## Citation
If you use these codes, please cite:<br>

> Pretell, R., and Brandenberg, S. (2023). separability_index: A suite of tools to assess the separability of two datasets (0.1.0). Zenodo. https://doi.org/10.5281/zenodo.10404856<br>

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.10404856.svg)](https://doi.org/10.5281/zenodo.10404856)


## Contact
For any questions or comments, contact Renmin Pretell at rpretell@unr.edu.
