Published November 15, 2018 | Version 2.0.0
Software Open

hagax8/ugtm: ugtm v2.0.0

Creators

  • 1. King's College London

Description

ugtm v2.0.0 Enhancements

sklearn-compatible classes were added in the ugtm_sklearn unit:

  1. eGTM: GTM transformer
  2. eGTC: GTM classifier
  3. eGTR: GTM regressor
Docs

The docs were updated to include altair visualizations, sklearn-compatible classes, and several case studies.

Backward-incompatible changes
  • The regularization hyperparameter "l" was replaced by "regul" (pep8: "l" is ambiguous).
  • Default GTM hyperparameters are k=16, m=4, s=0.3, l=0.1.

Files

hagax8/ugtm-2.0.0.zip

Files (5.0 MB)

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Additional details

Related works

Is supplement to
https://github.com/hagax8/ugtm/tree/2.0.0 (URL)