Index

B

BDIFFHistory (class in pyro_risks.datasets.wildfires)

C

calibrate_pipeline() (in module pyro_risks.pipeline.train) call_era5land() (in module pyro_risks.datasets.queries_api) call_era5t() (in module pyro_risks.datasets.queries_api) call_fwi() (in module pyro_risks.datasets.queries_api)

CategorySelector (class in pyro_risks.models.transformers) check_x() (in module pyro_risks.models.utils) check_xy() (in module pyro_risks.models.utils) create_departement_df() (in module pyro_risks.datasets.fwi)

D

discretizer() (in module pyro_risks.models.utils)

download() (in module pyro_risks.datasets.utils)

E

ERA5Land (class in pyro_risks.datasets.ERA5) ERA5T (class in pyro_risks.datasets.ERA5)

evaluate_pipeline() (in module pyro_risks.pipeline.evaluate) expose_predictions() (pyro_risks.pipeline.predict.PyroRisk method)

F

FeatureSelector (class in pyro_risks.models.transformers) FeatureSubsetter (class in pyro_risks.models.transformers) find_closest_location() (in module pyro_risks.datasets.utils) find_closest_weather_station() (in module pyro_risks.datasets.utils) fit() (pyro_risks.models.transformers.FeatureSelector method) (pyro_risks.models.transformers.FeatureSubsetter method) (pyro_risks.models.transformers.Imputer method) (pyro_risks.models.transformers.LagTransformer method)

fit_resample() (pyro_risks.models.transformers.CategorySelector method) (pyro_risks.models.transformers.TargetDiscretizer method) fmt (pyro_risks.datasets.nasa_wildfires.NASAFIRMS attribute) (pyro_risks.datasets.nasa_wildfires.NASAFIRMS_VIIRS attribute)

G

get_fname() (in module pyro_risks.datasets.utils) get_french_geom() (in module pyro_risks.datasets.masks) get_fwi_data() (in module pyro_risks.datasets.fwi) get_fwi_data_for_predict() (in module pyro_risks.datasets.fwi) get_fwi_from_api() (in module pyro_risks.datasets.fwi) get_ghcn() (in module pyro_risks.datasets.utils)

get_inputs() (pyro_risks.pipeline.predict.PyroRisk static method) get_intersection_range() (in module pyro_risks.datasets.utils) get_modis() (in module pyro_risks.datasets.utils) get_nearest_points() (in module pyro_risks.datasets.utils) get_pipeline() (pyro_risks.pipeline.predict.PyroRisk method) get_predictions() (pyro_risks.pipeline.predict.PyroRisk method) GwisFwi (class in pyro_risks.datasets.fwi)

I

Imputer (class in pyro_risks.models.transformers)

include_department() (in module pyro_risks.datasets.fwi)

K

kept_cols (pyro_risks.datasets.nasa_wildfires.NASAFIRMS attribute) (pyro_risks.datasets.nasa_wildfires.NASAFIRMS_VIIRS attribute) (pyro_risks.datasets.weather.NOAAWeather attribute) (pyro_risks.datasets.wildfires.BDIFFHistory attribute)

L

LagTransformer (class in pyro_risks.models.transformers) load_data() (in module pyro_risks.datasets.fwi)

load_dataset() (in module pyro_risks.pipeline.load) load_inputs() (pyro_risks.pipeline.predict.PyroRisk method) load_pipeline() (pyro_risks.pipeline.predict.PyroRisk method)

M

merge_by_proximity() (in module pyro_risks.datasets.datasets_mergers) merge_datasets_by_closest_weather_point() (in module pyro_risks.datasets.datasets_mergers) merge_datasets_by_closest_weather_station() (in module pyro_risks.datasets.datasets_mergers) merge_datasets_by_departements() (in module pyro_risks.datasets.datasets_mergers) MergedEraFwiViirs (class in pyro_risks.datasets.era_fwi_viirs) module pyro_risks pyro_risks.datasets.datasets_mergers pyro_risks.datasets.ERA5 pyro_risks.datasets.era_fwi_viirs pyro_risks.datasets.fwi pyro_risks.datasets.masks pyro_risks.datasets.nasa_wildfires pyro_risks.datasets.queries_api pyro_risks.datasets.utils pyro_risks.datasets.weather pyro_risks.datasets.wildfires pyro_risks.models.transformers pyro_risks.models.utils pyro_risks.pipeline.evaluate pyro_risks.pipeline.load pyro_risks.pipeline.predict pyro_risks.pipeline.train

N

NASAFIRMS (class in pyro_risks.datasets.nasa_wildfires)

NASAFIRMS_VIIRS (class in pyro_risks.datasets.nasa_wildfires) NOAAWeather (class in pyro_risks.datasets.weather)

P

predict() (pyro_risks.pipeline.predict.PyroRisk method) pyro_risks module pyro_risks.datasets.datasets_mergers module pyro_risks.datasets.ERA5 module pyro_risks.datasets.era_fwi_viirs module pyro_risks.datasets.fwi module pyro_risks.datasets.masks module pyro_risks.datasets.nasa_wildfires module pyro_risks.datasets.queries_api module pyro_risks.datasets.utils module

pyro_risks.datasets.weather module pyro_risks.datasets.wildfires module pyro_risks.models.transformers module pyro_risks.models.utils module pyro_risks.pipeline.evaluate module pyro_risks.pipeline.load module pyro_risks.pipeline.predict module pyro_risks.pipeline.train module PyroRisk (class in pyro_risks.pipeline.predict)

S

save_classification_plots() (in module pyro_risks.pipeline.evaluate)

save_classification_reports() (in module pyro_risks.pipeline.evaluate) save_pipeline() (in module pyro_risks.pipeline.train)

T

TargetDiscretizer (class in pyro_risks.models.transformers) train_pipeline() (in module pyro_risks.pipeline.train) transform() (pyro_risks.models.transformers.FeatureSelector method) (pyro_risks.models.transformers.FeatureSubsetter method) (pyro_risks.models.transformers.Imputer method) (pyro_risks.models.transformers.LagTransformer method)

U

url_retrieve() (in module pyro_risks.datasets.utils)