dualbounds.utilities.adjust_support_size¶

dualbounds.utilities.adjust_support_size(vals, probs, new_nvals, ymin, ymax)[source]¶

Adjust categorical distribution to have support of size new_nvals.

Parameters:¶

vals : np.array¶

(n, nvals)-length array of support. vals[i] must be sorted for each i.

probs : np.array¶

(n, nvals)-length array of probabilities of original distributions.

new_nvals : int¶

Desired size of support.

ymin : float¶

Minimum value for support.

ymax : float¶

Maximum value for support.

Returns:¶

• new_vals (np.array) – (n, new_nvals)-array of supports.

• new_probs (np.array) – (n, new_nvals)-array of probabilities.