API Reference¶

The public API is re-exported from the top-level sgtlearn package.

`SGTClassifier`	Shape Generalized Tree classifier.
`SGTRegressor`	Shape Generalized Tree regressor.
`RandomSGForestClassifier`	Random forest of Shape Generalized Trees for classification.
`RandomSGForestRegressor`	Random forest of Shape Generalized Trees for regression.
`plot_tree`	Render a fitted SGT estimator with matplotlib (see module docstring).
`configure_feature_dict`	Resolve logical features for tree training.
`export_graphviz`	Serialize the fitted tree as Graphviz DOT (not implemented).
`export_text`	Return a human-readable multiline description of the tree (not implemented).
`make_plus`	Generate the "Plus Sign" dataset.
`tao.TAO_refine`	Refine a fitted shape-generalized tree or forest in place with TAO.