GridDataInterpolator
- class pyirf.interpolation.GridDataInterpolator(grid_points, params, **griddata_kwargs)[source]
Bases:
ParametrizedInterpolator“Wrapper arounf scipy.interpolate.griddata.
Methods Summary
__call__(target_point)Providing a common __call__ interface
interpolate(target_point)Wrapper around scipy.interpolate.griddata [1]
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.
- interpolate(target_point)[source]
Wrapper around scipy.interpolate.griddata [1]
- Parameters:
- target_point: np.ndarray, shape=(1, n_dims)
Target point for interpolation
- Returns:
- interpolant: np.ndarray, shape=(1, …, n_params)
Interpolated parameter values
References
[1]Scipy Documentation, scipy.interpolate.griddata https://docs.scipy.org/doc/scipy/reference/generated/scipy.interpolate.griddata.html