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spatial_robustness.py 889 bytes 






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from extreme_estimator.robustness_plot.abstract_robustness import DisplayItem, AbstractRobustnessPlot, \
    SpatialCoordinateClassItem, NbObservationItem, NbStationItem, MaxStableModelItem, SpatialParamsItem
from spatio_temporal_dataset.spatial_coordinates.generated_coordinates import CircleCoordinates

spatial_robustness = AbstractRobustnessPlot(grid_row_item=SpatialCoordinateClassItem,
                                            grid_column_item=NbObservationItem,
                                            plot_row_item=NbStationItem,
                                            plot_label_item=MaxStableModelItem)

# Put only the parameter that will vary
spatial_robustness.robustness_grid_plot(**{
    NbStationItem.argument_name: [10, 30, 50, 100],
    MaxStableModelItem.argument_name: [GaussianMSP(), BrownResick()][:],
    NbObservationItem.argument_name: [10, 50, 100]
})