archetypes is a scikit-learn compatible Python package for archetypal analysis.
Use the package manager pip to install archetypes.
pip install archetypes
import archetypes as arch import numpy as np X = np.random.normal(0, 1, (100, 2)) aa = arch.AA(n_archetypes=4) X_trans = aa.fit_transform(X)
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.
Distributed under the BSD 3-Clause License. See LICENSE for more information.