skdownscale.pointwise_models.PiecewiseLinearRegression

class skdownscale.pointwise_models.PiecewiseLinearRegression(n_segments=7, fit_option='auto', pwlf_kwargs=None)

Piecewise Linear Regression

Parameters

n_segmentsint, default=7

The desired number of line segments.

fit_option{“auto”, “fast”, or “arrm” }, default=’auto’

The method to use for fitting the piecewise linear regression.

pwlf_kwargsdict, default=None

Additional keyword arguments to pass to the PiecewiseLinFit init method.

See also

TODO

Attributes

TODO

Methods

get_params([deep])	Get parameters for this estimator.
score(X, y[, sample_weight])	Return the coefficient of determination of the prediction.
set_params(**params)	Set the parameters of this estimator.

fit
predict

__init__(n_segments=7, fit_option='auto', pwlf_kwargs=None)

Methods

__init__([n_segments, fit_option, pwlf_kwargs])
fit(X, y, **kwargs)
get_params([deep])	Get parameters for this estimator.
predict(X)
score(X, y[, sample_weight])	Return the coefficient of determination of the prediction.
set_params(**params)	Set the parameters of this estimator.