skdownscale.pointwise_models.TrendAwareQuantileMappingRegressor

class skdownscale.pointwise_models.TrendAwareQuantileMappingRegressor(qm_estimator=None, trend_transformer=None)

Experimental meta estimator for performing trend-aware quantile mapping

Parameters

qm_estimatorobject, default=None

Regressor object such as QuantileMappingReressor.

Methods

fit(X, y)	Fit the model.
get_params([deep])	Get parameters for this estimator.
predict(X)	Predict regression for target X.
score(X, y[, sample_weight])	Return the coefficient of determination of the prediction.
set_params(**params)	Set the parameters of this estimator.

__init__(qm_estimator=None, trend_transformer=None)

Methods

__init__([qm_estimator, trend_transformer])
fit(X, y)	Fit the model.
get_params([deep])	Get parameters for this estimator.
predict(X)	Predict regression for target X.
score(X, y[, sample_weight])	Return the coefficient of determination of the prediction.
set_params(**params)	Set the parameters of this estimator.