nemos.basis.MSplineConv.setup_basis

MSplineConv.setup_basis(*xi)

Set all basis states.

This method corresponds sklearn transformer fit. As fit, it must receive the input and it must set all basis states, i.e. kernel_ and all the states relative to the input shape. The difference between this method and the transformer fit is in the expected input structure, where the transformer fit method requires the inputs to be concatenated in a 2D array, while here each input is provided as a separate time series for each basis element.

Parameters:

xi (NDArray) – Input arrays.

Return type:

Basis

Returns:

The basis with ready for evaluation.