API Reference

This page contains detailed API references for the minipatch-learning package.

Feature Selection

The following is the API documentation for the feature selection algorithms in the package.

Minipatch feature selection

feature_selection.AdaSTAMPS(base_selector, *)

Feature selection with Adaptive Stable Minipatch Selection.

Base feature selector

feature_selection.base_selector.ThresholdedOLS(*)	Feature selection with the Thresholded OLS selector.
feature_selection.base_selector.DecisionTreeSelector(*)	Feature selection with the decision tree selector.

Gaussian Graphical Model Selection

The following is the API documentation for the Gaussian graphical model estimators in the package.

Minipatch graph selection

graphical_model.MPGraph(base_graph, *[, ...])

Gaussian graphical model selection with Minipatch Graph.

Base graph selector

graphical_model.base_graph.ThresholdedGraphicalLasso(*)

Gaussian graphical model selection with the Thresholded Graphical Lasso estimator.