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Fuzzy Functional System

Functional Fuzzy System (ffs) is intended to be a very simple library for modeling fuzzy system for Mamdani and Sugeno inference.

I use this simple library for R&D fuzzy control and process simulation based on Python. I'm used to working with fuzzy tolboxes from Matlab and Scilab(sciFLT) so i tried to keep similar convention.

API docs: https://2dof.github.io/ffs/

Project Summary

Actual status

Version:1.0.1
Status:developing

Done:

  • added tutorial for Mamdani and TSK inference
  • added flags: outOfRange and NoRuleFired

To Do:

  • Add siplified Fuzzy models ( Rule Table Arrays, Lookup Tables) for Fuzzy Control modeling and simulation
  • Add self organizing, adataptaion mechanisms
  • Implementet supprot for 'AND' and 'OR' logic user defined rules, and linguistic Rules definition
  • GUI for fuzzy inference systems and viewing and analyzing result
  • Code optimization and refractoring (port to C/C++)

About

functional fuzzy system (ffs) is a simple fuzzy logic library for testing method and algorythms for fuzzy logic computation.

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