8 projects
compsil
CompSil: Composite Silhouette for Cluster-Count Selection
sil-score
Exact and approximate silhouette scoring with micro, macro, and weighted cluster averages.
intclustval
A lightweight Python package for internal clustering validation metrics.
extclustval
A lightweight Python package for external clustering validation metrics.
cake-ensemble
CAKE: Confidence in Assignments via K-partition Ensembles
confinterval
Simple confidence intervals for Python.
composite-silhouette
A robust clustering evaluation framework that combines micro- and macro-averaged silhouette scores into a composite metric using statistical weighting.
k-silhouette
K-Sil Clustering: A silhouette-guided instance-weighted k-means algorithm that integrates silhouette scores into the clustering process to improve clustering quality.
