ugtm
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Get started here

  • Overview
  • Installation
  • eGTM: GTM transformer
  • eGTC: GTM classifier
  • eGTR: GTM regressor

API reference

  • API Reference

Examples

  • Visualization examples
  • Classification examples
  • Regression examples

Advanced functions

  • tutorial

Glossary

  • Glossary

References

  • Links & references
ugtm
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Links & referencesΒΆ

  1. GTM algorithm by Bishop et al: https://www.microsoft.com/en-us/research/wp-content/uploads/1998/01/bishop-gtm-ncomp-98.pdf
  2. kernel GTM: https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2010-44.pdf
  3. GTM classification models: https://www.ncbi.nlm.nih.gov/pubmed/24320683
  4. GTM regression models: https://www.ncbi.nlm.nih.gov/pubmed/27490381
  5. Visualizations were realized using altair
  6. Source code: https://github.com/hagax8/ugtm
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© Copyright 2018, Helena A. Gaspar Revision ceaebf06.

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