Archetypes#

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archetypes is a scikit-learn compatible Python package for archetypal analysis.

Installation#

Use the package manager pip to install archetypes

pip install archetypes

or install the latest version from the repository

pip install git+https://github.com/aleixalcacer/archetypes.git

Usage#

from archetypes import AA
import numpy as np

X = np.random.normal(0, 1, (100, 2))

aa = AA(n_archetypes=4)

X_trans = aa.fit_transform(X)

Contributing#

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.

License#

Distributed under the BSD 3-Clause License. See LICENSE for more information.