Add support for job reordering to ManualSearchJob

[rgemulla]

Most notably, a hyperparameter optimization package may be used to determine which configurations appear most promising and evaluate those first.

[rgemulla]

For ax, this should work (roughly): ax_client.generation_strategy.get_model(), then score all not-yet-run points using predict.