csle_agents.agents.bayesian_optimization_emukit.bo.acquisition package

Submodules

csle_agents.agents.bayesian_optimization_emukit.bo.acquisition.acquisition_function_type module

class csle_agents.agents.bayesian_optimization_emukit.bo.acquisition.acquisition_function_type.AcquisitionFunctionType(value, names=None, *, module=None, qualname=None, type=None, start=1, boundary=None)

Bases: IntEnum

Enum representing different acquisition functions

CAUSAL_EXPECTED_IMPROVEMENT = 1

ENTROPY_SEARCH = 5

EXPECTED_IMPROVEMENT = 0

MAX_VALUE_ENTROPY_SEARCH = 6

MUMBO = 7

NEGATIVE_LOWER_CONFIDENCE_BOUND = 2

PROBABILITY_OF_FEASIBILITY = 4

PROBABILITY_OF_IMPROVEMENT = 3

csle_agents.agents.bayesian_optimization_emukit.bo.acquisition.acquisition_optimizer_type module

class csle_agents.agents.bayesian_optimization_emukit.bo.acquisition.acquisition_optimizer_type.AcquisitionOptimizerType(value, names=None, *, module=None, qualname=None, type=None, start=1, boundary=None)

Bases: IntEnum

Enum representing different optimizers for acquisition functions

CAUSAL_GRADIENT = 1

GRADIENT = 0

Module contents