Silhouette Score Python Packages

compsil

CompSil: Composite Silhouette for Cluster-Count Selection

silhouette-scalable

Code for the efficient and scalable computation of the (local and global) Silhouette of a k-clustering under metric distances

cake-ensemble

Confidence in Assignments via K-partition Ensembles

optimalcluster

OptimalCluster is the Python implementation of various algorithms to find the optimal number of clusters. The algorithms include elbow, elbow-k_factor, silhouette, gap statistics, gap statistics with standard error, and gap statistics without log. Various types of visualizations are also supported.

composite-silhouette

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

sil-score

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

silhouette-upper-bound

An upper bound of the Average Silhouette Width.

clusopt-core

Clustream, Streamkm++ and metrics utilities C/C++ bindings for python

manhattan-silhouette

Fast Silhouette computation under Manhattan Distance for clustering