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Michael Biehl: links to in-house and external code


LVQ Code, including variants of GMLVQ


Matlab versions


No-nonsense GMLVQ (M. Biehl, F. Westerman, R. Veen)
GMLVQ beginners' toolbox (latest version 3.1: October 2021, tested with matlab R2021a and R2021b)

Matrix Relevance LVQ code collection (Kerstin Bunte)
includes Local Matrix LVQ and different optimizers
available through direct download


Python versions:

sklvq package (Rick van Veen)
can be installed by "pip install sklvq"
further information:
- documentation including examples
- source code available here
- the Python package index site.

scikit-learn compatible LVQ implementations
from the machine learning group at CITEC Bielefeld:
direct download (zip)   |   github (incl. scikit-learn)


Java: plug-in for WEKA
from the CI Group Mittweida
github repository