skdownscale.pointwise_models.TrendAwareQuantileMappingRegressor¶
- class skdownscale.pointwise_models.TrendAwareQuantileMappingRegressor(qm_estimator=None, trend_transformer=None)[source]¶
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.
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.