Class Algorithm (1.22.1)

Version 1.22.1

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Algorithm(value)

The available search algorithms for the Study.

Values: ALGORITHM_UNSPECIFIED (0): The default algorithm used by Vertex AI for hyperparameter tuning <https://cloud.google.com/vertex-ai/docs/training/hyperparameter-tuning-overview> and Vertex AI Vizier <https://cloud.google.com/vertex-ai/docs/vizier>. GRID_SEARCH (2): Simple grid search within the feasible space. To use grid search, all parameters must be INTEGER, CATEGORICAL, or DISCRETE. RANDOM_SEARCH (3): Simple random search within the feasible space.

Inheritance

builtins.object > builtins.int > builtins.object > enum.Enum > enum.IntEnum > proto.enums.Enum > Algorithm