Welcome to MetaCluster’s documentation!¶
MetaCluster is the largest open-source nature-inspired optimization (Metaheuristic Algorithms) library for clustering problem in Python
Free software: GNU General Public License (GPL) V3 license
Total nature-inspired metaheuristic optimizers (Metaheuristic Algorithms): > 200 optimizers
Total objective functions (as fitness): > 40 objectives
Total supported datasets: 48 datasets from Scikit learn, UCI, ELKI, KEEL…
Total performance metrics: > 40 metrics
Total different way of detecting the K value: >= 10 methods
Documentation: https://metacluster.readthedocs.io/en/latest/
Python versions: >= 3.7.x
Dependencies: numpy, scipy, scikit-learn, pandas, mealpy, permetrics, plotly, kaleido