Silhouette Coefficient Python Packages

manhattan-silhouette

Fast Silhouette computation under Manhattan Distance for clustering

cake-ensemble

Confidence in Assignments via K-partition Ensembles

sil-score

Exact and approximate silhouette scoring with micro, macro, and weighted cluster averages.

composite-silhouette

A clustering evaluation framework that combines micro- and macro-averaged silhouette scores into a composite metric using statistical weighting.

silhouette-upper-bound

An upper bound of the Average Silhouette Width