deephyper.skopt.moo.pareto_front# deephyper.skopt.moo.pareto_front(y, sort=False, return_idx=False)[source]# Extract the pareto front (actual objective values of the non-dominated set). Parameters: y (array or list) – Array or list of size (n_points, n_objectives). sort (bool, optional) – Whether to sort the pareto front (practical to plot in 2D or 3D). Defaults to False. return_idx (bool, optional) – Whether to return the indices of the pareto front in the original array. Defaults to False. Returns: Subarray of y representing the pareto front. Return type: array
