Archetypes
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.
1 maintainer
Metadata
1 maintainer
Release files for archetypes 0.12.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| archetypes-0.12.2.tar.gz | 322.2 kB | Without provenance | Details for archetypes-0.12.2.tar.gz |
Built distributions (wheels)
Total release size: 2.0 MB
Release files / archetypes-0.12.2.tar.gz
| Download URL | archetypes-0.12.2.tar.gz |
|---|---|
| Size | 322.2 kB |
| Tags | Source |
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Release files / archetypes-0.12.2-cp312-cp312-win_amd64.whl
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Release files / archetypes-0.12.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
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Release files / archetypes-0.12.2-cp312-cp312-macosx_15_0_arm64.whl
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