Fuzzy Logic Python Packages

fst-pso

A settings-free global optimization method based on PSO and fuzzy logic

42K 41 21

simpful

A friendly python library for fuzzy logic reasoning

38K 150 41

miniful

A minimal fuzzy library

30K 3 1

highfis

highFIS is a Python library for high-dimensional Takagi-Sugeno-Kang (TSK) fuzzy systems.

3K 9 0

fuzzy-jev

Ask Jev typed questions about text and get calibrated probabilities back, then turn them into decisions with fuzzy rules (AND, OR, NOT, hedges, Mamdani outputs) and draw the rule base as SVG. A CLI and a Rust library (native and wasm32).

3K 1 0

ex-fuzzy

A Python library for explainable AI using approximate reasoning

2K 57 9

pynets

A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning

2K 124 41

torchmodal

Differentiable modal logic for PyTorch: □ and ♢ as trainable layers over a Kripke structure, with sound interval bounds and a learnable accessibility relation. Oral @ NeSy 2026.

2K 7 1

ltntorch

PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.

1K 164 28

anfispy

This repository contains PyTorch implementations of ANFIS based models.

975 11 2

fuzzylogic

Fuzzy Logic and Fuzzy Inference for Python 3

873 159 31

pyit2fls

Type 1 and Interval Type 2 Fuzzy Logic Systems in Python

692 87 32

pyfuzzylite

pyfuzzylite: a fuzzy logic control library in Python

668 83 15

fog

A fuzzy matching & clustering library for python.

569 26 2

anfis-toolbox

This repository contains a custom implementation of an Adaptive Neuro-Fuzzy Inference System (ANFIS), including functions for defining fuzzy membership functions, training the model using hybrid learning, and evaluating performance on regression tasks

404 23 1

fuzzyroutines

Scientific-grade fuzzy computing for modern Python: membership functions, fuzzy sets, operators, scales, defuzzification, and evidence-driven numerical methods.

310 3 0