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Archetypal Analysis Package
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 fi... moret (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. less
Artificial Intelligence and Image Processing not elsewhere classified
Benyamin Motevalli, Amanda Barnard
CSIRO Open Source Software Licence (Based on MIT/BSD Open Source Licence)
Motevalli Soumehsaraei, Benyamin; Barnard, Amanda (2019): Archetypal Analysis Package. v1. CSIRO. Software Collection.
All Rights (including copyright) CSIRO 2019.
The metadata and files (if any) are available to the public.
AI for Advanced Materials - Graphene Machine
Code development to perform archetypal analysis
Applied Machine Learning Utilities and Modules
Code produced by DATA61 Applied Machine Learning Team
Benyamin Motevalli Soumehsaraei
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