syne_tune.optimizer.schedulers.multiobjective.multiobjective_priority module

class syne_tune.optimizer.schedulers.multiobjective.multiobjective_priority.MOPriority(metrics=None)[source]

Bases: object

priority_unsafe(objectives)[source]

Return type:: array

class syne_tune.optimizer.schedulers.multiobjective.multiobjective_priority.LinearScalarizationPriority(metrics=None, weights=None)[source]

Bases: MOPriority

priority_unsafe(objectives)[source]

Return type:: array

class syne_tune.optimizer.schedulers.multiobjective.multiobjective_priority.FixedObjectivePriority(metrics=None, dim=None)[source]

Bases: MOPriority

priority_unsafe(objectives)[source]

Return type:: array

class syne_tune.optimizer.schedulers.multiobjective.multiobjective_priority.NonDominatedPriority(metrics=None, dim=0, max_num_samples=None)[source]

Bases: MOPriority

priority_unsafe(objectives)[source]

Return type:: array