Metadata-Version: 2.1
Name: mablars
Version: 0.1.5
Summary: This is a python package of mablars
Home-page: https://github.com/ztcsrookie/mablars
Author: Te Zhang
Author-email: ztcsrookie@gmail.com
Classifier: Programming Language :: Python :: 3.8
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: MacOS :: MacOS X
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: matplotlib
Requires-Dist: causal-learn
Requires-Dist: scikit-learn
Requires-Dist: python-weka-wrapper3

# mablars: Markov blanket rule generation frameworks in Python

Mablars is a Python package to generate causal rules for fuzzy systems.   

The package is actively being developed. Feedbacks (issues, suggestions, etc.) are highly encouraged.

# Package Overview
* Markov blanket rule generation framework (MABLAR) (paper:https://ieeexplore.ieee.org/abstract/document/9659303)

* MABLAR-Causal Direction (MABLAR-CD) (paper:https://ieeexplore.ieee.org/abstract/document/10309808)

# Install

Mablars needs the following packages to be installed beforehand:
* python 3.8
* matplotlib  
* numpy
* causal-learn
* scikit-learn
* python-weka-wrapper3

To use mablars, we could install it using [pip](https://pypi.org/project/mablars/):

```
pip install mablars
```
