gemseo / post

kmeans module

A k-means classification of the optimization history

class gemseo.post.kmeans.KMeans(opt_problem)

Bases: gemseo.post.opt_post_processor.OptPostProcessor

The KMeans post processing performs a k-means clustering on optimization history.

The default number of clusters is 5 and can be modified in option.

The k-means construction depends on the MiniBatchKMeans class of the cluster module of the scikit-learn library .

Constructor

Parameters

opt_problem – the optimization problem to run