ugtm: A Python Package for Data Modeling and Visualization Using Generative Topographic Mapping

ugtm is a Python package that implements generative topographic mapping (GTM), a dimensionality reduction algorithm by Bishop, Svensén and Williams. Because of its probabilistic framework, GTM can also be used to build classification and regression models, and is an attractive alternative to t-distr...

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Bibliographic Details

Published in:	Journal of open research software Vol. 6; no. 1; p. 26
Main Author:	Gaspar, Héléna Alexandra
Format:	Journal Article
Language:	English
Published:	Ubiquity Press Ltd 19.12.2018 Ubiquity Press
Subjects:	Algorithms classification data analysis data visualization dimensionality reduction generative topographic mapping machine learning regression Technology application Topography
ISSN:	2049-9647, 2049-9647
Online Access:	Get full text
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