suboptimumg.sweep.array_sweeper#

class suboptimumg.sweep.array_sweeper.ArraySweeper(comp_data, var_list, var_percent_step_list=array([-0.1, -0.08, -0.06, -0.04, -0.02, 0., 0.02, 0.04, 0.06, 0.08, 0.1]))[source]#

Bases: object

Sweeps a list of variables at a list of percent steps.

Notes

Each variable is swept independently. The percent steps are relative to the default value of the variable. The 1D sweep calls this class with a single variable and a list of percent steps.

Parameters:

  • comp_data (CompetitionData)

  • var_list (list)

  • var_percent_step_list (ndarray)

sweep(verbose=False, num_processes=None)[source]#

Run the sweep using multiprocessing.

Parameters:

  • verbose (bool, optional) – Whether to show detailed progress (default is False)

  • num_processes (int, optional) – Number of processes to use. Defaults to CPU count.

Returns:

Results of the sweep operation

Return type:

ArraySweepResults