nemos.basis._spline_basis.SplineBasis.evaluate_on_grid

SplineBasis.evaluate_on_grid(*n_samples)

Evaluate the basis set on a grid of equi-spaced sample points.

Parameters:

n_samples (int) – The number of samples.

Return type:

Tuple[Tuple[NDArray], NDArray]

Returns:

• X – Array of shape (n_samples,) containing the equi-spaced sample points where we’ve evaluated the basis.

• basis_funcs – Evaluated exponentially decaying basis functions, numerically orthogonalized, shape (n_samples, n_basis_funcs)