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.
FAQs
A scikit-learn compatible Python package for archetypal analysis
We found that archetypes demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
Security News
PyPI confirms no security flaws were exploited in the Ultralytics supply chain attack and highlights improvements for safer package publishing.
Security News
Research
The Socket Research Team breaks down a malicious wrapper package that uses obfuscation to harvest credentials and exfiltrate sensitive data.
Research
Security News
Attackers used a malicious npm package typosquatting a popular ESLint plugin to steal sensitive data, execute commands, and exploit developer systems.