ndspflow.workflows.Model

class ndspflow.workflows.Model(model=None, nodes=None)

Model wrapper.

__init__(model=None, nodes=None)

Initialize model.

Methods

__init__([model, nodes])	Initialize model.
fit(model, *args[, axis])	Queue fit.
run_fit(x_array, y_array, *args[, axis])	Execute fit.

fit(model, *args, axis=None, **kwargs)

Queue fit.

Parameters

modelclass

Model class with a .fit method that accepts {(x_array, y_array), y_array}.

args

Passed to the .fit method of the model class.

axisint, optional, default: None

Axis to fit model over.

**kwargs

Passed to the .fit method of the model class.

run_fit(x_array, y_array, *args, axis=None, **kwargs)

Execute fit.

Parameters

y_arrayndarray

Y-axis values. Usually voltage or power.

x_array1d array

X-axis values. Usually time or frequency.

*args

Passed to the .fit method of the model class.

axisint, optional, default: None

Axis to fit model over.

**kwargs

Passed to the .fit method of the model class.

Notes

Pass ‘self’ to any arg or kwarg to infer its value from a instance variable.