FCMpy: a python module for constructing and analyzing fuzzy cognitive maps

FCMpy: a python module for constructing and analyzing fuzzy cognitive maps

FCMpy is an open-source Python module for building and analyzing Fuzzy Cognitive Maps (FCMs). The module provides tools for end-to-end projects involving FCMs. It is able to derive fuzzy causal weights from qualitative data or simulating the system behavior. Additionally, it includes machine learnin...

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Bibliographic Details
Main Authors: Samvel Mkhitaryan, Philippe Giabbanelli, Maciej K Wozniak, Gonzalo Nápoles, Nanne De Vries, Rik Crutzen
Format: Article
Language:English
Published: PeerJ Inc. 2022-09-01
Series:PeerJ Computer Science
Subjects:
Active Hebbian learning
FCM
Genetic algorithm
Nonlinear Hebbian learning
Python
Online Access:https://peerj.com/articles/cs-1078.pdf

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