API reference

One page per public class and function, generated from docstrings via sphinx.ext.autosummary. This covers ogboost.__all__ – the full supported public surface.

ogboost.GradientBoostingOrdinal	Gradient Boosting for Ordinal Regression.
ogboost.LinkFunctions	A collection of static methods that implement common link functions for ordinal regression, along with their derivatives and inverse functions.
ogboost.concordance_index	Compute the concordance index (C-index) for ordinal predictions, optionally weighted by sample weights.
ogboost.generate_heterogeneous_learners	Generate a flat list of heterogeneous base learner instances by applying independent hyperparameter sampling to each template.
ogboost.load_wine_quality	Loads the wine quality dataset from the UCI repository.
ogboost.StatsModelsOrderedModel	A basic scikit-learn wrapper for statsmodels' OrderedModel (linear ordinal regression).