This PR focuses on allowing the number of initial random trials (in the Ax SF/MF generator) to be independent from the batch size. To expose this property, a new (optional) dictionary gen_params has been defined. This dictionary can serve as the basis where any parameters which tune the functionality of the generator function could be stored. In the future, the mf_params and mt_params dictionaries as well as other existing properties could be merged in gen_params.
(In progress ...)
This PR focuses on allowing the number of initial random trials (in the Ax SF/MF generator) to be independent from the batch size. To expose this property, a new (optional) dictionary
gen_paramshas been defined. This dictionary can serve as the basis where any parameters which tune the functionality of the generator function could be stored. In the future, themf_paramsandmt_paramsdictionaries as well as other existing properties could be merged ingen_params.(Tests are failing until #49 is merged)