scipy.interpolate.LinearNDInterpolator

class scipy.interpolate.LinearNDInterpolator(points, values, fill_value=np.nan)

Piecewise linear interpolant in N dimensions.

New in version 0.9.

Parameters :

points : ndarray of floats, shape (npoints, ndims); or Delaunay

Data point coordinates, or a precomputed Delaunay triangulation.

values : ndarray of float or complex, shape (npoints, ...)

Data values.

fill_value : float, optional

Value used to fill in for requested points outside of the convex hull of the input points. If not provided, then the default is nan.

Notes

The interpolant is constructed by triangulating the input data with Qhull [R34], and on each triangle performing linear barycentric interpolation.

References

[R34]

(1, 2) http://www.qhull.org/

Methods

__call__(xi)

Evaluate interpolator at given points.