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d2df399 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 | """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__ = [
# Reliability
"extract_club_reliability",
"extract_player_reliability",
"extract_player_monthly_pattern",
# Performance
"calculate_recent_form",
"calculate_board_position",
"calculate_color_performance",
# Standings
"calculate_standings",
"extract_team_enjeu_features",
# Advanced
"calculate_head_to_head",
"calculate_pressure_performance",
"calculate_elo_trajectory",
# FFE Features
"build_historique_brulage",
"build_historique_noyau",
"extract_ffe_regulatory_features",
# Pipeline
"extract_all_features",
"merge_all_features",
]
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