ugtm

ugtm: a python package for Generative Topographic Mapping (GTM)

Submodules

ugtm_sklearn	GTM transformer, classifier and regressor compatible with sklearn
ugtm_gtm	Functions to run GTM models.
ugtm_kgtm	Functions to initialize and optimize kernel GTM models.
ugtm_classes	Defines classes for initial and optimized GTM model.
ugtm_plot	ugtm plot functions.
ugtm_landscape	Builds continuous GTM class maps or landscapes using labels or activities.
ugtm_predictions	GTC (GTM classification) and GTR (GTM regression)
ugtm_crossvalidate	Cross-validation support for GTC and GTR models (also SVM and PCA).
ugtm_preprocess	Preprocessing operations (mostly using scikit-learn functions).