AFL.agent.AcquisitionFunction module#
- class AFL.agent.AcquisitionFunction.Acquisition#
Bases:
object
- add_exclusion(points)#
- copy()#
- execute()#
- get_next_sample(nth=0, composition_check=None)#
- plot(masked=False, **kwargs)#
- reset_phasemap(phasemap)#
- class AFL.agent.AcquisitionFunction.IterationCombined(function1, function2, function2_frequency=5)#
Bases:
Acquisition
- calculate_metric(GP)#
- reset_phasemap(phasemap)#
- class AFL.agent.AcquisitionFunction.LowestDensity(bandwidth=0.075)#
Bases:
Acquisition
- calculate_metric(GP=None, y_mean=None, y_var=None)#
- class AFL.agent.AcquisitionFunction.Random#
Bases:
Acquisition
- calculate_metric(GP)#
- class AFL.agent.AcquisitionFunction.Variance#
Bases:
Acquisition
- calculate_metric(GP)#
- AFL.agent.AcquisitionFunction.gauss2d(x=0, y=0, cx=0, cy=0, sx=1, sy=1, a=-1)#