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.

For references about the different algorithms visit the following sites:

elbow : Elbow Method

elbow_kf :

silhouette : Silhouette Score

gap_stat : Paper | Python

gap_stat_wolog : Paper

Installation

To install the OptimalCluster package through the Python Package index (PyPI) run the following command:

pip install OptimalCluster

Documentation

Visit this link : Documentation

Example

Visit this link : Example