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Filename Name Type Start:End Line Complexity Classification
src/training/config.py TrainingConfig C 43:73 3 A
src/training/config.py CatBoostConfig C 7:38 2 A
src/training/config.py TrainingConfig.post_init M 70:73 2 A
src/training/config.py CatBoostConfig.to_dict M 25:38 1 A
src/training/registry.py ModelRegistry.delete_version M 201:225 6 B
src/training/registry.py ModelRegistry.download_model M 168:199 5 A
src/training/registry.py ModelRegistry.get_model_path M 110:132 4 A
src/training/registry.py ModelRegistry.get_metadata M 134:161 4 A
src/training/registry.py ModelRegistry C 17:281 3 A
src/training/registry.py ModelRegistry.init M 38:47 3 A
src/training/registry.py ModelRegistry.register_model M 63:103 3 A
src/training/registry.py ModelRegistry.client M 50:54 2 A
src/training/registry.py ModelRegistry.bucket M 57:61 2 A
src/training/registry.py ModelRegistry._get_registry M 242:249 2 A
src/training/registry.py ModelRegistry._update_registry M 255:265 2 A
src/training/registry.py ModelRegistry.get_latest_version M 105:108 1 A
src/training/registry.py ModelRegistry.list_versions M 163:166 1 A
src/training/registry.py ModelRegistry._upload_file M 227:231 1 A
src/training/registry.py ModelRegistry._upload_json M 233:240 1 A
src/training/registry.py ModelRegistry._save_registry M 251:253 1 A
src/training/registry.py ModelRegistry._metadata_to_dict M 267:281 1 A
src/training/data_loader.py DataLoader.init M 18:26 3 A
src/training/data_loader.py DataLoader C 15:181 2 A
src/training/data_loader.py DataLoader.client M 29:33 2 A
src/training/data_loader.py DataLoader.load_reference_data M 123:138 2 A
src/training/data_loader.py DataLoader.load_features M 35:45 1 A
src/training/data_loader.py DataLoader.load_targets M 47:57 1 A
src/training/data_loader.py DataLoader.load_training_data M 59:94 1 A
src/training/data_loader.py DataLoader.load_from_dataframe M 96:121 1 A
src/training/data_loader.py DataLoader.save_reference_data M 140:153 1 A
src/training/data_loader.py DataLoader.execute_query M 155:157 1 A
src/training/data_loader.py DataLoader.get_data_stats M 159:181 1 A
src/training/trainer.py ModelTrainer C 15:222 3 A
src/training/trainer.py ModelTrainer.train M 24:80 3 A
src/training/trainer.py ModelTrainer._get_categorical_indices M 154:160 3 A
src/training/trainer.py ModelTrainer.init M 18:22 2 A
src/training/trainer.py ModelTrainer.predict M 82:95 2 A
src/training/trainer.py ModelTrainer.predict_proba M 97:110 2 A
src/training/trainer.py ModelTrainer.save_model M 112:130 2 A
src/training/trainer.py ModelTrainer.feature_importance M 148:152 2 A
src/training/trainer.py ModelTrainer._compute_feature_importance M 162:170 2 A
src/training/trainer.py ModelTrainer.get_best_iteration M 172:176 2 A
src/training/trainer.py ModelTrainer.get_model_params M 178:182 2 A
src/training/trainer.py ModelTrainer.load_model M 132:145 1 A
src/training/trainer.py ModelTrainer.cross_validate M 184:222 1 A
src/training/main.py main F 79:268 18 C
src/training/main.py parse_args F 26:76 1 A
src/training/evaluator.py ModelEvaluator._compute_profit_metrics M 98:156 9 B
src/training/evaluator.py ModelEvaluator C 32:273 3 A
src/training/evaluator.py ModelEvaluator._calculate_baseline_profit M 159:180 3 A
src/training/evaluator.py ModelEvaluator._calculate_max_profit M 182:190 3 A
src/training/evaluator.py ModelEvaluator.init M 35:37 2 A
src/training/evaluator.py ModelEvaluator.compare_models M 192:224 2 A
src/training/evaluator.py ProfitMetrics C 22:29 1 A
src/training/evaluator.py ModelEvaluator.evaluate M 39:78 1 A
src/training/evaluator.py ModelEvaluator._compute_ml_metrics M 80:94 1 A
src/training/evaluator.py ModelEvaluator.generate_report M 226:273 1 A