A Python package for fuzzy model estimation

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License: GNU General Public License (GPL) (LICENSE.txt)

Author: Caro Fuchs

Tags fuzzy logic, fuzzy inference systems, fuzzy model, data-driven, model estimation, machine learning

Requires: Python >=3.6

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Project description

# pyFUME

A Python library for automatical Fuzzy Model Estimation from data. pyFUME contains a set of classes and methods to estimate the antecedent sets and the consequent parameters of a Takagi-Sugeno fuzzy model from data, and then create an executable fuzzy model exploiting the Simpful library. pyFUME can be beneficial to practitioners, thanks to its pre-implemented and user-friendly pipelines, but also to researchers that want to fine-tune each step of the estimation process.

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License: GNU General Public License (GPL) (LICENSE.txt)

Author: Caro Fuchs

Tags fuzzy logic, fuzzy inference systems, fuzzy model, data-driven, model estimation, machine learning

Requires: Python >=3.6

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0.3.1

0.3.0

0.2.25

0.2.24

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This version

0.0.1

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