modeci_mdf.execution_engine.EvaluableFunction

class modeci_mdf.execution_engine.EvaluableFunction(function: Function = False, verbose: Optional[bool] = False)[source]

Bases: object

Evaluates a Function value during MDF graph execution.

Parameters:

  • function – Function() to be evaluated e.g. mdf standard function

  • verbose – If set to True Provides in-depth information else verbose message is not displayed

Methods

evaluate([parameters, array_format])

Performs evaluation on the basis of given parameters and array_format
evaluate(parameters: Optional[Dict[str, Any]] = None, array_format: str = 'numpy') → Dict[str, Any][source]

Performs evaluation on the basis of given parameters and array_format

Parameters:

  • parameters – A dictionary of function parameters,e.g.logistic, parameters={‘gain’: 2,”bias”: 3,”offset”: 1}

  • array_format – It can be a n-dimensional array or a tensor

Returns:

value of function after evaluation in Dictionary