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Pierre-Antoine Rouby authored9f2b81d3
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from extreme_fit.model.margin_model.polynomial_margin_model.gev_altitudinal_models import StationaryAltitudinal, \
NonStationaryAltitudinalLocationLinear, NonStationaryAltitudinalLocationQuadratic, \
NonStationaryAltitudinalLocationLinearScaleLinear, NonStationaryAltitudinalLocationQuadraticScaleLinear, \
NonStationaryCrossTermForLocation, NonStationaryAltitudinalLocationLinearCrossTermForLocation, \
NonStationaryAltitudinalLocationQuadraticCrossTermForLocation, \
NonStationaryAltitudinalLocationLinearScaleLinearCrossTermForLocation, \
NonStationaryAltitudinalScaleLinear, \
NonStationaryAltitudinalLocationCubicCrossTermForLocation, \
NonStationaryAltitudinalLocationCubic
from extreme_fit.model.margin_model.polynomial_margin_model.gev_altitudinal_models_only_altitude_and_scale import \
StationaryAltitudinalOnlyScale, NonStationaryAltitudinalOnlyScaleLocationLinear, \
NonStationaryAltitudinalOnlyScaleLocationQuadratic, NonStationaryAltitudinalOnlyScaleLocationCubic, \
NonStationaryAltitudinalOnlyScaleLocationOrder4, NonStationaryOnlyScaleCrossTermForLocation, \
NonStationaryAltitudinalOnlyScaleLocationLinearCrossTermForLocation, \
NonStationaryAltitudinalOnlyScaleLocationQuadraticCrossTermForLocation, \
NonStationaryAltitudinalOnlyScaleLocationCubicCrossTermForLocation, \
NonStationaryAltitudinalOnlyScaleLocationOrder4CrossTermForLocation
from extreme_fit.model.margin_model.polynomial_margin_model.gev_altitudinal_models_with_scale_2 import \
NonStationaryAltitudinalScaleLinearCrossTermForLocation, \
NonStationaryAltitudinalLocationQuadraticScaleLinearCrossTermForLocation, \
NonStationaryAltitudinalLocationCubicScaleLinearCrossTermForLocation, \
NonStationaryAltitudinalLocationCubicScaleLinear
from extreme_fit.model.margin_model.polynomial_margin_model.gumbel_altitudinal_models import \
StationaryGumbelAltitudinal, NonStationaryGumbelAltitudinalScaleLinear, \
NonStationaryGumbelAltitudinalLocationLinear, NonStationaryGumbelAltitudinalLocationQuadratic, \
NonStationaryGumbelAltitudinalLocationLinearScaleLinear, NonStationaryGumbelAltitudinalLocationQuadraticScaleLinear, \
NonStationaryGumbelAltitudinalLocationLinearCrossTermForLocation, \
NonStationaryGumbelAltitudinalLocationQuadraticCrossTermForLocation, \
NonStationaryGumbelAltitudinalLocationLinearScaleLinearCrossTermForLocation, \
NonStationaryGumbelAltitudinalLocationQuadraticScaleLinearCrossTermForLocation, \
NonStationaryGumbelAltitudinalScaleLinearCrossTermForLocation, NonStationaryGumbelCrossTermForLocation
from extreme_fit.model.margin_model.polynomial_margin_model.models_based_on_pariwise_analysis.gev_quadratic_location_and_scale_with_constant_shape import \
AltitudinalShapeConstantTimeLocationQuadratic, AltitudinalShapeConstantTimeLocationQuadraticScaleLinear, \
AltitudinalShapeConstantTimeLocationQuadraticScaleQuadratic, \
AltitudinalShapeConstantTimeLocationLinearScaleQuadratic, AltitudinalShapeConstantTimeScaleQuadratic
from extreme_fit.model.margin_model.polynomial_margin_model.models_based_on_pariwise_analysis.gev_quadratic_location_and_scale_with_linear_shape import \
AltitudinalShapeLinearTimeLocationQuadratic, AltitudinalShapeLinearTimeLocationQuadraticScaleLinear, \
AltitudinalShapeLinearTimeLocationQuadraticScaleQuadratic, AltitudinalShapeLinearTimeLocationLinearScaleQuadratic, \
AltitudinalShapeLinearTimeScaleQuadratic
from extreme_fit.model.margin_model.polynomial_margin_model.models_based_on_pariwise_analysis.gev_with_constant_shape_wrt_altitude import \
AltitudinalShapeConstantTimeLocShapeLinear, \
AltitudinalShapeConstantTimeLocScaleLinear, AltitudinalShapeConstantTimeScaleShapeLinear, \
AltitudinalShapeConstantTimeLocScaleShapeLinear, AltitudinalShapeConstantTimeLocationLinear, \
AltitudinalShapeConstantTimeScaleLinear, AltitudinalShapeConstantTimeShapeLinear
from extreme_fit.model.margin_model.polynomial_margin_model.models_based_on_pariwise_analysis.gev_with_linear_shape_wrt_altitude import \
AltitudinalShapeLinearTimeStationary, AltitudinalShapeLinearTimeLocScaleShapeLinear, \
AltitudinalShapeLinearTimeLocationLinear, AltitudinalShapeLinearTimeScaleLinear, \
AltitudinalShapeLinearTimeShapeLinear, AltitudinalShapeLinearTimeLocShapeLinear, \
AltitudinalShapeLinearTimeLocScaleLinear, AltitudinalShapeLinearTimeScaleShapeLinear
from extreme_fit.model.margin_model.polynomial_margin_model.spatio_temporal_polynomial_model import \
NonStationaryLocationSpatioTemporalLinearityModel1, NonStationaryLocationSpatioTemporalLinearityModel2, \
NonStationaryLocationSpatioTemporalLinearityModel3, NonStationaryLocationSpatioTemporalLinearityModel4, \
NonStationaryLocationSpatioTemporalLinearityModel5, NonStationaryLocationSpatioTemporalLinearityModelAssertError1, \
NonStationaryLocationSpatioTemporalLinearityModelAssertError2, \
NonStationaryLocationSpatioTemporalLinearityModelAssertError3, NonStationaryLocationSpatioTemporalLinearityModel6
ALTITUDINAL_GEV_MODELS_LOCATION = [
StationaryAltitudinal,
# NonStationaryAltitudinalLocationLinear,
# NonStationaryAltitudinalLocationQuadratic,
# NonStationaryAltitudinalLocationCubic,
# NonStationaryAltitudinalLocationOrder4,
# # First order cross term
# NonStationaryCrossTermForLocation,
# NonStationaryAltitudinalLocationLinearCrossTermForLocation,
NonStationaryAltitudinalLocationQuadraticCrossTermForLocation,
NonStationaryAltitudinalLocationCubicCrossTermForLocation,
# NonStationaryAltitudinalLocationOrder4CrossTermForLocation,
# NonStationaryAltitudinalScaleLinearCrossTermForLocation,
# NonStationaryAltitudinalScaleLinearLocationLinearCrossTermForLocation,
# NonStationaryAltitudinalScaleQuadraticCrossTermForLocation,
# NonStationaryAltitudinalScaleQuadraticLocationLinearCrossTermForLocation,
# NonStationaryAltitudinalLocationQuadraticScaleLinearCrossTermForLocation,
# NonStationaryAltitudinalLocationCubicScaleLinearCrossTermForLocation,
# NonStationaryAltitudinalLocationQuadraticScaleQuadraticCrossTermForLocation,
# NonStationaryAltitudinalLocationCubicScaleQuadraticCrossTermForLocation,
]
ALTITUDINAL_GEV_MODELS_LOCATION_QUADRATIC_MINIMUM = [
StationaryAltitudinal,
# NonStationaryAltitudinalLocationLinear,
NonStationaryAltitudinalLocationQuadratic,
NonStationaryAltitudinalLocationCubic,
# NonStationaryAltitudinalLocationOrder4,
# # First order cross term
# NonStationaryCrossTermForLocation,
# NonStationaryAltitudinalLocationLinearCrossTermForLocation,
NonStationaryAltitudinalLocationQuadraticCrossTermForLocation,
NonStationaryAltitudinalLocationCubicCrossTermForLocation,
# NonStationaryAltitudinalLocationOrder4CrossTermForLocation,
NonStationaryAltitudinalLocationQuadraticScaleLinearCrossTermForLocation,
NonStationaryAltitudinalLocationQuadraticScaleLinear,
NonStationaryAltitudinalLocationCubicScaleLinear,
NonStationaryAltitudinalLocationCubicScaleLinearCrossTermForLocation,
]
ALTITUDINAL_GEV_MODELS_BASED_ON_POINTWISE_ANALYSIS = [
# With a constant shape for the altitude (8 models)
StationaryAltitudinal,
AltitudinalShapeConstantTimeLocationLinear,
AltitudinalShapeConstantTimeScaleLinear,
AltitudinalShapeConstantTimeLocScaleLinear,
# With a linear shape for the altitude (8 models)
AltitudinalShapeLinearTimeStationary,
AltitudinalShapeLinearTimeLocationLinear,
AltitudinalShapeLinearTimeScaleLinear,
AltitudinalShapeLinearTimeLocScaleLinear,
# AltitudinalShapeConstantTimeShapeLinear,
# AltitudinalShapeConstantTimeLocShapeLinear,
# AltitudinalShapeConstantTimeScaleShapeLinear,
# AltitudinalShapeConstantTimeLocScaleShapeLinear,
# AltitudinalShapeLinearTimeShapeLinear,
# AltitudinalShapeLinearTimeLocShapeLinear,
# AltitudinalShapeLinearTimeScaleShapeLinear,
# AltitudinalShapeLinearTimeLocScaleShapeLinear,
# With a quadratic term
# AltitudinalShapeConstantTimeLocationQuadratic,
# AltitudinalShapeConstantTimeLocationQuadraticScaleLinear,
# AltitudinalShapeConstantTimeLocationQuadraticScaleQuadratic,
# AltitudinalShapeConstantTimeLocationLinearScaleQuadratic,
# AltitudinalShapeConstantTimeScaleQuadratic,
#
# AltitudinalShapeLinearTimeLocationQuadratic,
# AltitudinalShapeLinearTimeLocationQuadraticScaleLinear,
# AltitudinalShapeLinearTimeLocationQuadraticScaleQuadratic,
# AltitudinalShapeLinearTimeLocationLinearScaleQuadratic,
# AltitudinalShapeLinearTimeScaleQuadratic,
]
ALTITUDINAL_GEV_MODELS_LOCATION_ONLY_SCALE_ALTITUDES = [
StationaryAltitudinalOnlyScale,
NonStationaryAltitudinalOnlyScaleLocationLinear,
NonStationaryAltitudinalOnlyScaleLocationQuadratic,
NonStationaryAltitudinalOnlyScaleLocationCubic,
NonStationaryAltitudinalOnlyScaleLocationOrder4,
# Cross terms
NonStationaryOnlyScaleCrossTermForLocation,
NonStationaryAltitudinalOnlyScaleLocationLinearCrossTermForLocation,
NonStationaryAltitudinalOnlyScaleLocationQuadraticCrossTermForLocation,
NonStationaryAltitudinalOnlyScaleLocationCubicCrossTermForLocation,
NonStationaryAltitudinalOnlyScaleLocationOrder4CrossTermForLocation,
]
ALTITUDINAL_GEV_MODELS = [
StationaryAltitudinal,
NonStationaryAltitudinalScaleLinear,
NonStationaryAltitudinalLocationLinear,
NonStationaryAltitudinalLocationQuadratic,
NonStationaryAltitudinalLocationLinearScaleLinear,
NonStationaryAltitudinalLocationQuadraticScaleLinear,
NonStationaryCrossTermForLocation,
NonStationaryAltitudinalScaleLinearCrossTermForLocation,
NonStationaryAltitudinalLocationLinearCrossTermForLocation,
NonStationaryAltitudinalLocationQuadraticCrossTermForLocation,
NonStationaryAltitudinalLocationLinearScaleLinearCrossTermForLocation,
NonStationaryAltitudinalLocationQuadraticScaleLinearCrossTermForLocation,
# Quadratic in the scale
# NonStationaryAltitudinalScaleQuadratic,
# NonStationaryAltitudinalLocationLinearScaleQuadratic,
# NonStationaryAltitudinalLocationQuadraticScaleQuadratic,
# NonStationaryAltitudinalScaleQuadraticCrossTermForLocation,
# NonStationaryAltitudinalLocationLinearScaleQuadraticCrossTermForLocation,
# NonStationaryAltitudinalLocationQuadraticScaleQuadraticCrossTermForLocation,
#
# # Cross term for the scale
# NonStationaryAltitudinalScaleLinearCrossTermForScale,
# NonStationaryAltitudinalLocationLinearScaleLinearCrossTermForScale,
# NonStationaryAltitudinalLocationQuadraticScaleLinearCrossTermForScale,
# NonStationaryAltitudinalScaleQuadraticCrossTermForScale,
# NonStationaryAltitudinalLocationLinearScaleQuadraticCrossTermForScale,
# NonStationaryAltitudinalLocationQuadraticScaleQuadraticCrossTermForScale,
][:]
ALTITUDINAL_GUMBEL_MODELS = [
StationaryGumbelAltitudinal,
NonStationaryGumbelAltitudinalScaleLinear,
NonStationaryGumbelAltitudinalLocationLinear,
NonStationaryGumbelAltitudinalLocationQuadratic,
NonStationaryGumbelAltitudinalLocationLinearScaleLinear,
NonStationaryGumbelAltitudinalLocationQuadraticScaleLinear,
NonStationaryGumbelCrossTermForLocation,
NonStationaryGumbelAltitudinalLocationLinearCrossTermForLocation,
NonStationaryGumbelAltitudinalLocationQuadraticCrossTermForLocation,
NonStationaryGumbelAltitudinalLocationLinearScaleLinearCrossTermForLocation,
NonStationaryGumbelAltitudinalLocationQuadraticScaleLinearCrossTermForLocation,
NonStationaryGumbelAltitudinalScaleLinearCrossTermForLocation,
][:]
MODELS_THAT_SHOULD_RAISE_AN_ASSERTION_ERROR = [NonStationaryLocationSpatioTemporalLinearityModelAssertError1,
NonStationaryLocationSpatioTemporalLinearityModelAssertError2,
NonStationaryLocationSpatioTemporalLinearityModelAssertError3]
VARIOUS_SPATIO_TEMPORAL_MODELS = [NonStationaryLocationSpatioTemporalLinearityModel1,
NonStationaryLocationSpatioTemporalLinearityModel2,
NonStationaryLocationSpatioTemporalLinearityModel3,
NonStationaryLocationSpatioTemporalLinearityModel4,
NonStationaryLocationSpatioTemporalLinearityModel5,
NonStationaryLocationSpatioTemporalLinearityModel6,
]