Archetypal Analysis Package
Benyamin Motevalli Soumehsaraei, Amanda Susan Barnard · 2019
This package is a python implementation of the Archetypal Analysis (AA) proposed by Cutler and Breiman (1994). The package is developed in a similar style to the sklearn libraries which are familiar to the machine learning (ML) community. The main functions are "fit", "fit_transform", and "transform". By calling the fit (fit_transform) function, the archetypes of the data set are extracted. In addition, a range of utility functions are provided to perform different visualisations. A tutorial Jupyter notebook demonstrates the functionalities that the package offers.