API reference

Models

Random Forest Quantile Regression

RandomForestQuantileRegressor([q, ...])	A random forest regressor providing quantile estimates.
SampleRandomForestQuantileRegressor([q, ...])	An approximation random forest regressor providing quantile estimates.
RandomForestMaximumRegressor([n_estimators, ...])	A random forest regressor predicting conditional maxima

Extra Trees Quantile Regression

ExtraTreesQuantileRegressor([n_estimators, ...])	A extra trees regressor providing quantile estimates.
SampleExtraTreesQuantileRegressor([...])	An approximation extra trees regressor providing quantile estimates.

K-Nearest Neighbours Quantile Regression

KNeighborsQuantileRegressor([n_neighbors, ...])

Quantile regression based on k-nearest neighbors.