csle_system_identification.empirical package

Submodules

csle_system_identification.empirical.empirical_algorithm module

class csle_system_identification.empirical.empirical_algorithm.EmpiricalAlgorithm(emulation_env_config: EmulationEnvConfig, emulation_statistics: EmulationStatistics, system_identification_config: SystemIdentificationConfig, system_identification_job: Optional[SystemIdentificationJobConfig] = None)[source]

Bases: BaseSystemIdentificationAlgorithm

Class that implements the system identification procedure using empirical distributions

fit() → EmpiricalSystemModel[source]

Fits an empirical distribution for each conditional and metric

Returns: the fitted model

hparam_names() → List[str][source]

Returns: the names of the necessary hyperparameters

csle_system_identification.empirical package

Submodules

csle_system_identification.empirical.empirical_algorithm module

Module contents