gfdl.model.EnsembleGFDL

class EnsembleGFDL(hidden_layer_sizes: ArrayLike = (100,), activation: str = 'identity', weight_scheme: str = 'uniform', seed: int = None, reg_alpha: float = None, rtol: float | None = None)

Base class for ensemble GFDL model for classification and regression.

Methods

get_metadata_routing()	Get metadata routing of this object.
get_params([deep])	Get parameters for this estimator.
set_params(**params)	Set the parameters of this estimator.

fit
get_generator

__init__(hidden_layer_sizes: ArrayLike = (100,), activation: str = 'identity', weight_scheme: str = 'uniform', seed: int = None, reg_alpha: float = None, rtol: float | None = None)

Methods

__init__([hidden_layer_sizes, activation, ...])
fit(X, Y)
get_generator(seed)
get_metadata_routing()	Get metadata routing of this object.
get_params([deep])	Get parameters for this estimator.
set_params(**params)	Set the parameters of this estimator.