Fuzzy-Expert: Mamdani Fuzzy Inference Systems in Python

What is it?

Fuzzy-Expert is a Python package for building Mamdani Fuzzy Inference Systems. Fuzzy-Expert admits a mix of fuzzy and crisp values and associated certainty values. The inference system returns crisp values and certainty factors for the conclusions of the rules.

Main Features

• Specification of membership functions using standard functions or as a list of points.

• Different functions for specifying T-norms and Conorms.

• Different implication operators.

• Composition using max-min or max-prod rules.

• Most common functions for production aggregation.

• Different operators to defuzzificate fuzzy sets.

Installation

The current stable version can be installed from the command line using:

$ pip install fuzzy_expert

at the command prompt.

Documentation

Available at: https://jdvelasq.github.io/fuzzy_expert

Internacionalizacion:

https://www.sphinx-doc.org/en/master/usage/advanced/intl.html