core.density.interpolation.interpolated_log_prob

core.density.interpolation.interpolated_log_prob(
    sample_points,
    values,
    evaluation_point,
)

Given a distribution discretized on a grid, return a sample and the log prob from an interpolated distribution. Wraps the bilby.core.prior.Interped class.

Parameters

Name	Type	Description	Default
sample_points	np.ndarray	x values for samples	required
values	np.ndarray	y values for samples. The distribution does not have to be initially normalized, although the final log_prob will be.	required
evaluation_point	float	x value at which to evaluate log_prob.	required

Returns

Name	Type	Description
float	log_prob