Index

B

baseline_service (geocoding.config.Config attribute)

C

cluster_points() (in module geocoding.osm_utilities) clusters_pct (geocoding.config.Config attribute) Config (class in geocoding.config)

create_clf_params_product_generator() (in module geocoding.clf_utilities) create_test_features() (in module geocoding.features_utilities) create_train_features() (in module geocoding.features_utilities)

D

distance_thr (geocoding.config.Config attribute)

download_cell() (in module geocoding.osm_utilities) DT_hparams (geocoding.config.Config attribute)

E

encode_labels() (in module geocoding.features_utilities) ET_hparams (geocoding.config.Config attribute)

evaluate() (in module geocoding.clf_utilities) experiments_path (geocoding.config.Config attribute) extract_streets() (in module geocoding.osm_utilities)

F

filter() (in module geocoding.features_utilities)

filter2() (in module geocoding.features_utilities)

G

geocoding.algorithm_selection module geocoding.clf_utilities module geocoding.config module geocoding.features module geocoding.features_utilities module geocoding.model_deployment module geocoding.model_selection module geocoding.model_training module geocoding.osm_utilities module geocoding.writers module

get_centroid_coords_distances() (in module geocoding.features) get_centroid_points_distances() (in module geocoding.features) get_clusters_bboxes() (in module geocoding.osm_utilities) get_common_nearest_street_distance() (in module geocoding.features) get_intersects_on_common_nearest_street() (in module geocoding.features) get_mean_centroids_coords_distances() (in module geocoding.features) get_mean_centroids_points_distances() (in module geocoding.features) get_nearest_street_distance_by_centroid() (in module geocoding.features) get_nearest_street_distance_per_service() (in module geocoding.features) get_normalized_coords() (in module geocoding.features) get_pairwise_coords_distances() (in module geocoding.features) get_pairwise_points_distances() (in module geocoding.features) get_points() (in module geocoding.features_utilities) get_points_area() (in module geocoding.features) get_polar_coords() (in module geocoding.features) get_predictions() (in module geocoding.clf_utilities) get_required_external_files() (in module geocoding.features_utilities) get_zip_codes() (in module geocoding.features)

H

hyperparams_search_method (geocoding.config.Config attribute)

I

included_classifiers (geocoding.config.Config attribute) included_features (geocoding.config.Config attribute)

inverse_transform_labels() (in module geocoding.clf_utilities) is_valid() (in module geocoding.clf_utilities)

L

load_points_df() (in module geocoding.features_utilities)

load_street_gdf() (in module geocoding.features_utilities) LR_hparams (geocoding.config.Config attribute)

M

main() (in module geocoding.algorithm_selection) (in module geocoding.model_deployment) (in module geocoding.model_selection) (in module geocoding.model_training) max_iter (geocoding.config.Config attribute) max_overpass_tries (geocoding.config.Config attribute) MLP_hparams (geocoding.config.Config attribute) module geocoding.algorithm_selection geocoding.clf_utilities geocoding.config geocoding.features geocoding.features_utilities geocoding.model_deployment geocoding.model_selection geocoding.model_training geocoding.osm_utilities geocoding.writers

N

n_folds (geocoding.config.Config attribute) n_jobs (geocoding.config.Config attribute) NB_hparams (geocoding.config.Config attribute)

NN_hparams (geocoding.config.Config attribute) normalize_features() (in module geocoding.features_utilities) normalize_scores() (in module geocoding.clf_utilities) normalized_features (geocoding.config.Config attribute)

O

osm_buffer (geocoding.config.Config attribute)

osm_timeout (geocoding.config.Config attribute)

P

parse_streets() (in module geocoding.osm_utilities)

prepare_feats_args() (in module geocoding.features_utilities)

Q

query_api() (in module geocoding.osm_utilities)

R

RF_hparams (geocoding.config.Config attribute)

S

seed_no (geocoding.config.Config attribute) services (geocoding.config.Config attribute) source_crs (geocoding.config.Config attribute)

supported_classifiers (geocoding.config.Config attribute) supported_features (geocoding.config.Config attribute) SVM_hparams (geocoding.config.Config attribute)

T

target_crs (geocoding.config.Config attribute)

train_classifier() (in module geocoding.clf_utilities)

W

write_clf_space() (in module geocoding.writers) write_feats_space() (in module geocoding.writers)

write_predictions() (in module geocoding.writers) write_results() (in module geocoding.writers)