Fuzzy Logic Systems ML Frameworks

Libraries and frameworks for implementing fuzzy logic control systems, inference engines, and decision-making applications. Does NOT include general machine learning frameworks, neural networks, or cognitive mapping systems (which belong in separate categories).

There are 37 fuzzy logic systems frameworks tracked. 3 score above 50 (established tier). The highest-rated is fuzzylite/pyfuzzylite at 53/100 with 80 stars.

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# Framework Score Tier
1 fuzzylite/pyfuzzylite

pyfuzzylite: a fuzzy logic control library in Python
53
Established
2 fuzzylite/fuzzylite

fuzzylite: a fuzzy logic control library in C++
51
Established
3 xcsf-dev/xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning
51
Established
4 fuzzylite/jfuzzylite

jfuzzylite: a fuzzy logic control library in Java
43
Emerging
5 gregorLen/S-ANFIS-PyTorch

An Implementation of the State-Adaptive Neuro-Fuzzy Inference System...
39
Emerging
6 thieu1995/X-ANFIS

X-ANFIS: An Extensible and Cross-Learning ANFIS Framework for Machine Learning Tasks
37
Emerging
7 VicenteFecedMas/pyanfis

Project that will allow you to use Fuzzy Logic in conjunction with pytorch.
37
Emerging
8 antonio-leonardo/FuzzyLogicApi

This Api makes executes inferences by fuzzy logic concept on Plain Old CLR...
36
Emerging
9 megadix/jfcm

Java Fuzzy Cognitive Maps
36
Emerging
10 acetinkaya/python-fuzzy-logic

BULANIK MANTIK ve PYTHON UYGULAMALARI KİTAP
35
Emerging
11 neuralmimicry/BrainHarmonics

Initial implementation utilising AARNN principles
34
Emerging
12 SeyedMuhammadHosseinMousavi/Genetic-ANFIS-Classification

Genetic ANFIS Classification
34
Emerging
13 radiantone/inferencegraph

A knowledge graph based forward chain inferencing engine in typescript/node.
30
Emerging
14 acetinkaya/Fuzzy-Position-Control-Approach-For-An-Autonomous-Robot-Controller

Fuzzy Position Control Approach for Autonomous Robot Controller
28
Experimental
15 vojha-code/Hierarchical-Fuzzy-Tree

Software: The Hierarchical Fuzzy Inference Tree Software Toolbox is a...
23
Experimental
16 icydingo29/artificial-intelligence-from-scratch

High-performance C++ implementations of fundamental AI algorithms, featuring...
21
Experimental
17 ashworks1706/zipy

Inference Engine for Retrieval Augmented Systems

21
Experimental
18 acetinkaya/Emergency-Mobile-Robot-Control-with-Fuzzy-Logic-Approach

Emergency Autonomous Robot Design with Fuzzy Logic Control Approach
20
Experimental
19 MohammadAminSadat/fuzzy-logic-rs

A simple fuzzy logic implementation in rust

20
Experimental
20 b-tapia-morales/FuzzySharper

Fuzzy Sharper is a C# library that allows you to create your own Fuzzy Expert System
20
Experimental
21 queelius/fuzzy-infer

Unix-composable fuzzy logic inference with elegant Pythonic API
19
Experimental
22 OpenFuzzyProject/JOpenFuzzy

Open Fuzzy for Java
19
Experimental
23 megadix/jfcm-samples

Samples for JFCM - Java Fuzzy Cognitive Map library
17
Experimental
24 dimgouso/qa-ftopsis

Research-grade queue-aware routing toolkit for hierarchical fuzzy issue...
14
Experimental
25 AndreSlavescu/EasyAI

Learning tool for all!
14
Experimental
26 fuzzylite/fuzzylite.rs

fuzzyliters: a fuzzy logic control library in Rust
13
Experimental
27 amirisback/ai-fuzzy-logic

Implement Fuzzy Logic
12
Experimental
28 faisalsuryasaputra/car-performance-fuzzy-logic

A Python-based Fuzzy Logic system (Mamdani & Sugeno) to evaluate and...
12
Experimental
29 me-mazandarani/Fractional-Fuzzy-Logic-System

Getting More accuracy and higher performance by the new generation of fuzzy...
12
Experimental
30 fxckillua/fuzzy-with-sigmoid-and-or-operators

Projeto que implementa um sistema de lógica fuzzy com funções sigmoides e...
11
Experimental
31 rahmanenjozz/Fuzzy

Fuzzy Logic from scratch untuk pendukung keputusan penerima modal UMKM
11
Experimental
32 JavierdiazS/Fuzzy-PD-controller

A fuzzy PD Controller for a pre-designed arm in Webots R2019b. 🤖
11
Experimental
33 joaopaulo-bertoncini/arduino-fuzzy

eFLL - Uma Biblioteca Fuzzy para Arduino e Sistemas Embarcados
11
Experimental
34 antonblaise/fuzzy_car_aircond

SKEM4173-01 Artificial Intelligence - Group 4 project
11
Experimental
35 alessandromasone/dumb-ai

Progetti in C per la gestione concorrente di risorse tramite thread e...
11
Experimental
36 andrijadukic/anfis

Java implementation of a Takagi-Sugeno-Kang fuzzy neural network
11
Experimental
37 vojha-code/Neural-Tree-Software

Software: The Adaptive Approximation Software Toolbox (Neural Tree...
10
Experimental

Comparisons in this category

pyfuzzylite and fuzzylite (53 vs 51) fuzzylite and jfuzzylite (51 vs 43) pyfuzzylite and jfuzzylite (53 vs 43)