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Dorchies David authored
Fix #85
2ca16337
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from typing import Dict, Tuple
from extreme_fit.model.margin_model.utils import MarginFitMethod
from extreme_data.meteo_france_data.scm_models_data.altitudes_studies import AltitudesStudies
from extreme_trend.one_fold_fit.one_fold_fit import OneFoldFit
class AbstractEnsembleFit(object):
Median_merge = 'Median'
Mean_merge = 'Mean'
Together_merge = 'Together'
def __init__(self, massif_names, gcm_rcm_couple_to_altitude_studies: Dict[Tuple[str, str], AltitudesStudies],
models_classes,
fit_method=MarginFitMethod.extremes_fevd_mle,
temporal_covariate_for_fit=None,
only_models_that_pass_goodness_of_fit_test=True,
confidence_interval_based_on_delta_method=False,
remove_physically_implausible_models=False,
):
self.remove_physically_implausible_models = remove_physically_implausible_models
self.massif_names = massif_names
self.models_classes = models_classes
self.gcm_rcm_couple_to_altitude_studies = gcm_rcm_couple_to_altitude_studies
self.fit_method = fit_method
self.temporal_covariate_for_fit = temporal_covariate_for_fit
self.only_models_that_pass_goodness_of_fit_test = only_models_that_pass_goodness_of_fit_test
self.confidence_interval_based_on_delta_method = confidence_interval_based_on_delta_method
# Set appropriate setting
OneFoldFit.last_year = 2100
OneFoldFit.nb_years = OneFoldFit.last_year - 2005
@property
def altitudes(self):
raise self.visualizer_list.studies.altitudes
@property
def visualizer_list(self):
raise NotImplementedError