DiscretePDFInterpolator

class pyirf.interpolation.DiscretePDFInterpolator(grid_points, bin_edges, binned_pdf, normalization=PDFNormalization.AREA)[source]

Bases: BaseInterpolator

Base class for all interpolators used with binned IRF components like EDisp. Derived from pyirf.interpolation.BaseInterpolator

Methods Summary

__call__(target_point)

Providing a common __call__ interface

interpolate(target_point)

Overridable function for the actual interpolation code

Methods Documentation

__call__(target_point)

Providing a common __call__ interface

Parameters:
target_point: np.ndarray, shape=(1, n_dims)

Target for inter-/extrapolation When target_point is outside of the grids convex hull but extrapolator is None

Returns:
Interpolated result.
abstract interpolate(target_point)

Overridable function for the actual interpolation code