bundles / scipy latest / scipy / interpolate / _rbfinterp_np / _build_and_solve_system

function

`scipy.interpolate._rbfinterp_np:_build_and_solve_system`

source: build-install/usr/lib/python3.14/site-packages/scipy/interpolate/_rbfinterp_np.py:92

Signature

def _build_and_solve_system(y, d, smoothing, kernel, epsilon, powers, xp)

Summary

Build and solve the RBF interpolation system of equations.

Parameters

y : (P, N) float ndarray: Data point coordinates.
d : (P, S) float ndarray: Data values at y.
smoothing : (P,) float ndarray: Smoothing parameter for each data point.
kernel : str: Name of the RBF.
epsilon : float: Shape parameter.
powers : (R, N) int ndarray: The exponents for each monomial in the polynomial.

Returns

coeffs : (P + R, S) float ndarray: Coefficients for each RBF and monomial.
shift : (N,) float ndarray: Domain shift used to create the polynomial matrix.
scale : (N,) float ndarray: Domain scaling used to create the polynomial matrix.

Aliases

scipy.interpolate._rbfinterp_np._build_and_solve_system