Index

Symbols

2015, [1] 2015-23 2016 2017 2017-10 2018

2018-04 2018-11 2018-12 2019 2020 2021

_

__abstractmethods__ (ensae_projects.hackathon.image_knn.ImageNearestNeighbors attribute) __init__() (ensae_projects.challenge.velib_trajectories.ParemetreCoutTrajet method) (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method) (ensae_projects.hackathon.perf2018.MLStoragePerf2018 method) (ensae_projects.hackathon.perf2018.MLStoragePerf2018Image method) (ensae_projects.hackathon.perf2018.MLStoragePerf2018TimeSeries method) __str__() (ensae_projects.challenge.velib_trajectories.ParemetreCoutTrajet method) _abc_impl (ensae_projects.hackathon.image_knn.ImageNearestNeighbors attribute) _complete_subset_streets() (in module ensae_projects.datainc.data_geo_streets) _default_name() (in module ensae_projects.hackathon.crypt_helper) _delete_edge() (in module ensae_projects.challenge.city_tour) _enumerate_close() (in module ensae_projects.datainc.data_geo_streets) _euler_path() (in module ensae_projects.challenge.city_tour)

_explore_path() (in module ensae_projects.challenge.city_tour) _folder2matrix() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method) _get_transform() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method) _imglist2matrix() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method) _label_mapping() (ensae_projects.hackathon.perf2018.MLStoragePerf2018Image method) (ensae_projects.hackathon.perf2018.MLStoragePerf2018TimeSeries method) _load_cached_performance() (ensae_projects.hackathon.perf2018.MLStoragePerf2018 method) _load_ml_storage() (ensae_projects.hackathon.perf2018.MLStoragePerf2018 method) _private_kn() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method) _recurse_fill() (in module ensae_projects.datainc.data_medical) _save_performance() (ensae_projects.hackathon.perf2018.MLStoragePerf2018 method) _search_images_dogcat_keras() (in module ensae_projects.restapi.search_images_dogcat) _search_images_dogcat_torch() (in module ensae_projects.restapi.search_images_dogcat) _setup_hook() (in module ensae_projects)

A

add_missing_time() (in module ensae_projects.datainc.data_bikes) added() (in module ensae_projects.datainc.datazips) anyzip() (in module ensae_projects.datainc.datazips)

appariement() (in module ensae_projects.challenge.velib_trajectories) AUC() (in module ensae_projects.ml.competitions) AUC_multi() (in module ensae_projects.ml.competitions) AUC_multi_multi() (in module ensae_projects.ml.competitions)

B

B-corp bellman_distances() (in module ensae_projects.challenge.city_tour) besancon_df() (in module ensae_projects.datainc.datazips)

best_euler_path() (in module ensae_projects.challenge.city_tour) blog BRGM, [1] build_streets_vertices() (in module ensae_projects.datainc.data_geo_streets)

C

cached_property() (in module ensae_projects.challenge.blossom) Cap Gemini, [1] change_encoding() (in module ensae_projects.datainc.data_helper) change_encoding_improve() (in module ensae_projects.datainc.data_helper) check() (in module ensae_projects) clean_column_name_sql_dump() (in module ensae_projects.datainc.data_helper) clean_function_notebook() (in module ensae_projects.automation.notebook_test_helper) compute_degrees() (in module ensae_projects.challenge.city_tour) compute_perf() (ensae_projects.hackathon.perf2018.MLStoragePerf2018 method) (ensae_projects.hackathon.perf2018.MLStoragePerf2018Image method) (ensae_projects.hackathon.perf2018.MLStoragePerf2018TimeSeries method)

compute_performance() (ensae_projects.hackathon.perf2018.MLStoragePerf2018 method) connect_streets() (in module ensae_projects.datainc.data_geo_streets) convert_dates() (in module ensae_projects.datainc.data_helper) convert_dcm2png() (in module ensae_projects.datainc.data_medical) cost() (ensae_projects.challenge.velib_trajectories.ParemetreCoutTrajet method) cresus_dummy_file() (in module ensae_projects.datainc.data_cresus) Crésus, [1] Croix-Rouge, [1], [2], [3], [4]

D

Data For Good DataForGood, [1], [2], [3] dcm2png() (in module ensae_projects.cli.img_helper) decrypt_dataframe() (in module ensae_projects.datainc.croix_rouge) df2rsthtml() (in module ensae_projects.datainc.croix_rouge)

df_crossjoin() (in module ensae_projects.datainc.data_bikes) dijkstra_path() (in module ensae_projects.challenge.city_tour) distance() (in module ensae_projects.challenge.velib_trajectories) distance_path() (in module ensae_projects.challenge.velib_trajectories) distance_solution() (in module ensae_projects.challenge.city_tour) distance_vertices() (in module ensae_projects.challenge.city_tour)

E

EdgeNotIncident EdgeNotOutgoing EdgeTraversalError EIG - Entrepreneurs d'Intérêt Général encrypt_file() (in module ensae_projects.datainc.croix_rouge) ENSAE, [1], [2], [3], [4], [5], [6], [7] ensae_projects module ensae_projects.__main__ module ensae_projects.automation module ensae_projects.automation.credentials_helper module ensae_projects.automation.notebook_test_helper module ensae_projects.challenge module ensae_projects.challenge.blossom module ensae_projects.challenge.city_tour module ensae_projects.challenge.velib_trajectories module ensae_projects.cli module ensae_projects.cli.img_helper module ensae_projects.datainc module ensae_projects.datainc.croix_rouge module ensae_projects.datainc.data_bikes module ensae_projects.datainc.data_cresus module ensae_projects.datainc.data_exception module ensae_projects.datainc.data_geo_streets module ensae_projects.datainc.data_helper module

ensae_projects.datainc.data_medical module ensae_projects.datainc.datazips module ensae_projects.hackathon module ensae_projects.hackathon.crypt_helper module ensae_projects.hackathon.hack2020 module ensae_projects.hackathon.image_helper module ensae_projects.hackathon.image_knn module ensae_projects.hackathon.json_helper module ensae_projects.hackathon.perf2018 module ensae_projects.hackathon.random_answers module ensae_projects.hackathon.web_search_helper module ensae_projects.ml.competitions module ensae_projects.restapi module ensae_projects.restapi.search_images_dogcat module enumerate_batch_features() (in module ensae_projects.hackathon.image_helper) enumerate_events() (in module ensae_projects.challenge.velib_trajectories) enumerate_image_class() (in module ensae_projects.hackathon.image_helper) enumerate_json_items() (in module ensae_projects.hackathon.json_helper) enumerate_text_lines() (in module ensae_projects.datainc.data_helper) Ernst & Young, [1], [2] euler_path() (in module ensae_projects.challenge.city_tour) Eulerian execute_notebooks() (in module ensae_projects.automation.notebook_test_helper) extract_bing_result() (in module ensae_projects.hackathon.web_search_helper) extract_images_from_json_2017() (in module ensae_projects.hackathon.json_helper) EY

F

FileFormatException fit() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method)

folder_split_train_test() (in module ensae_projects.hackathon.image_helper) folium_html_stations_map() (in module ensae_projects.datainc.data_bikes) folium_html_street_map() (in module ensae_projects.datainc.data_geo_streets)

G

Genius, [1], [2] get_additional_paths() (in module ensae_projects.automation.notebook_test_helper) get_chicago_stations() (in module ensae_projects.datainc.data_bikes) get_data() (in module ensae_projects.challenge.velib_trajectories) get_fields_description() (in module ensae_projects.datainc.data_geo_streets) get_image_classes() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method) get_image_names() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method)

get_max_delta() (in module ensae_projects.challenge.blossom) get_meaning() (in module ensae_projects.datainc.croix_rouge) get_password() (in module ensae_projects.automation.credentials_helper) (in module ensae_projects.hackathon.crypt_helper) get_password_from_keyring_or_env() (in module ensae_projects.datainc.croix_rouge) get_seattle_streets() (in module ensae_projects.datainc.data_geo_streets) glossaire glossary

H

Hackathon, [1], [2], [3], [4], [5], [6], [7] hackathon

Haversine haversine_distance() (in module ensae_projects.challenge.city_tour) histogram_image_size() (in module ensae_projects.hackathon.image_helper)

I

image_zoom() (in module ensae_projects.hackathon.image_helper)

ImageNearestNeighbors (class in ensae_projects.hackathon.image_knn) img2gray() (in module ensae_projects.hackathon.image_helper)

K

kneighbors() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method)

kneighbors_graph() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method)

L

La Croix-Rouge Label Emmaüs, [1] last_element() (in module ensae_projects.hackathon.image_helper)

Latitudes load_batch_features() (in module ensae_projects.hackathon.image_helper) ls_notebooks() (in module ensae_projects.automation.notebook_test_helper)

M

main() (in module ensae_projects.__main__) main_codalab_wrapper_binary_classification() (in module ensae_projects.ml.competitions) main_codalab_wrapper_multi_classification() (in module ensae_projects.ml.competitions) matching_vertices() (in module ensae_projects.challenge.city_tour) MaximumDualReached merge_schema() (in module ensae_projects.datainc.croix_rouge) Microdon, [1] Microsoft, [1], [2] MLStoragePerf2018 (class in ensae_projects.hackathon.perf2018) MLStoragePerf2018Image (class in ensae_projects.hackathon.perf2018) MLStoragePerf2018TimeSeries (class in ensae_projects.hackathon.perf2018) module ensae_projects ensae_projects.__main__ ensae_projects.automation ensae_projects.automation.credentials_helper ensae_projects.automation.notebook_test_helper ensae_projects.challenge ensae_projects.challenge.blossom ensae_projects.challenge.city_tour ensae_projects.challenge.velib_trajectories ensae_projects.cli ensae_projects.cli.img_helper ensae_projects.datainc ensae_projects.datainc.croix_rouge ensae_projects.datainc.data_bikes ensae_projects.datainc.data_cresus ensae_projects.datainc.data_exception ensae_projects.datainc.data_geo_streets ensae_projects.datainc.data_helper ensae_projects.datainc.data_medical ensae_projects.datainc.datazips ensae_projects.hackathon ensae_projects.hackathon.crypt_helper ensae_projects.hackathon.hack2020 ensae_projects.hackathon.image_helper ensae_projects.hackathon.image_knn ensae_projects.hackathon.json_helper ensae_projects.hackathon.perf2018 ensae_projects.hackathon.random_answers ensae_projects.hackathon.web_search_helper ensae_projects.ml.competitions ensae_projects.restapi ensae_projects.restapi.search_images_dogcat

N

Numa

P

ParemetreCoutTrajet (class in ensae_projects.challenge.velib_trajectories) PasswordException plot_gallery_random_images() (in module ensae_projects.hackathon.image_helper) plot_neighbors() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method) plot_streets_network() (in module ensae_projects.datainc.data_geo_streets) plot_streets_network_projection() (in module ensae_projects.datainc.data_geo_streets)

prepare_cresus_data() (in module ensae_projects.datainc.data_cresus) private_codalab_wrapper_binary_classification() (in module ensae_projects.ml.competitions) private_codalab_wrapper_multi_classification() (in module ensae_projects.ml.competitions) process_cresus_sql() (in module ensae_projects.datainc.data_cresus) process_cresus_whole_process() (in module ensae_projects.datainc.data_cresus) ProjectDataException python

Q

query_bing_image() (in module ensae_projects.hackathon.web_search_helper)

R

radius_neighbors() (ensae_projects.hackathon.image_knn.ImageNearestNeighbors method) random_answers_2020_images() (in module ensae_projects.hackathon.random_answers)

random_answers_2020_ml() (in module ensae_projects.hackathon.random_answers) read_image() (in module ensae_projects.hackathon.image_helper) resize_image() (in module ensae_projects.hackathon.image_helper)

S

score_images() (in module ensae_projects.hackathon.hack2020) search_images_dogcat() (in module ensae_projects.restapi.search_images_dogcat) seattle_streets_set_level() (in module ensae_projects.datainc.data_geo_streets) seattle_streets_set_level2() (in module ensae_projects.datainc.data_geo_streets) seattle_streets_set_level3() (in module ensae_projects.datainc.data_geo_streets) seattle_streets_set_small() (in module ensae_projects.datainc.data_geo_streets) set_password() (in module ensae_projects.automation.credentials_helper) (in module ensae_projects.hackathon.crypt_helper) shapely_records() (in module ensae_projects.datainc.data_geo_streets)

SolutionException split_train_test_cresus_data() (in module ensae_projects.datainc.data_cresus) split_XY_bind_dataset_cresus_data() (in module ensae_projects.datainc.data_cresus) stream_apply_image_transform() (in module ensae_projects.hackathon.image_helper) stream_copy_images() (in module ensae_projects.hackathon.image_helper) stream_download_images() (in module ensae_projects.hackathon.image_helper) stream_image2features() (in module ensae_projects.hackathon.image_helper) stream_random_sample() (in module ensae_projects.hackathon.image_helper) StructureUpToDate

T

TreeStructureChanged

V

values (ensae_projects.challenge.velib_trajectories.ParemetreCoutTrajet property)

vitesse() (in module ensae_projects.challenge.velib_trajectories)