| """Features module - ISO 5055 compliant modular structure. |
| |
| Ce module regroupe les fonctions d'extraction de features pour ALICE Engine. |
| Chaque sous-module a une responsabilite unique (SRP - ISO 25010). |
| |
| Modules: |
| - reliability: Features de fiabilite club/joueur |
| - performance: Features de performance (forme, couleur, position) |
| - standings: Classement equipe et zones d'enjeu |
| - advanced: Features avancees (H2H, fatigue, Elo trajectory) |
| - ffe_features: Features reglementaires FFE |
| - pipeline: Orchestration extraction/merge |
| """ |
|
|
| from scripts.features.advanced import ( |
| calculate_elo_trajectory, |
| calculate_head_to_head, |
| calculate_pressure_performance, |
| ) |
| from scripts.features.ffe_features import ( |
| build_historique_brulage, |
| build_historique_noyau, |
| extract_ffe_regulatory_features, |
| ) |
| from scripts.features.performance import ( |
| calculate_board_position, |
| calculate_color_performance, |
| calculate_recent_form, |
| ) |
| from scripts.features.pipeline import ( |
| extract_all_features, |
| merge_all_features, |
| ) |
| from scripts.features.reliability import ( |
| extract_club_reliability, |
| extract_player_monthly_pattern, |
| extract_player_reliability, |
| ) |
| from scripts.features.standings import ( |
| calculate_standings, |
| extract_team_enjeu_features, |
| ) |
|
|
| __all__ = [ |
| |
| "extract_club_reliability", |
| "extract_player_reliability", |
| "extract_player_monthly_pattern", |
| |
| "calculate_recent_form", |
| "calculate_board_position", |
| "calculate_color_performance", |
| |
| "calculate_standings", |
| "extract_team_enjeu_features", |
| |
| "calculate_head_to_head", |
| "calculate_pressure_performance", |
| "calculate_elo_trajectory", |
| |
| "build_historique_brulage", |
| "build_historique_noyau", |
| "extract_ffe_regulatory_features", |
| |
| "extract_all_features", |
| "merge_all_features", |
| ] |
|
|
