Brief description
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 fit (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.Available: 2019-07-25
Subjects
Artificial Intelligence |
Artificial Intelligence Not Elsewhere Classified |
Information and Computing Sciences |
archetype analysis |
matrix factorization |
unsupervised learning |
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Identifiers
- DOI : 10.25919/5D3958889F7FF
- Handle : 102.100.100/144141
- URL : data.csiro.au/collection/csiro:40600