adaptive_resonance

A PyPI python module for adaptive resonance theory (ART).

Documentation	Build Status	Coverage

This package is developed and maintained by Sasha Petrenko with sponsorship by the Applied Computationa Intelligence Laboratory (ACIL).

Leveraged Repositories

• ACIL Organization GitHub
  • MATLAB
    • DDVFA: Companion MATLAB implementation of distrubuted dual vigilance fuzzy ART.
    • DVFA: Companion MATLAB code for Dual Vigilance Fuzzy ART
    • iCVI-toolbox: A MATLAB toolbox for incremental/batch cluster validity indices
    • CVIFA: Companion MATLAB implementation of validity index-based vigilance test fuzzy ART.
    • VAT-FA: Companion MATLAB code for VAT + Fuzzy ART.
    • BARTMAP-CF: Companion MATLAB code for BARTMAP-based collaborative filtering
  • Python
    • NuART-Py: An internal ACIL python package for ART neural networks.
    • DVHA: An python implementation of dual vigilance hypersphere ART.

Datasets

1. UCI machine learning repository: http://archive.ics.uci.edu/ml

2. Fundamental Clustering Problems Suite (FCPS): https://www.uni-marburg.de/fb12/arbeitsgruppen/datenbionik/data?language_sync=1

3. Datasets package: https://www.researchgate.net/publication/239525861_Datasets_package

4. Clustering basic benchmark: http://cs.uef.fi/sipu/datasets