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26 lines (25 loc) · 1.06 KB
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data_ingestion:
root_dir : artifacts/data_ingestion
data_url: "shahriyar1988/wind-farm-data"
data_dir: artifacts/data_ingestion/data
data_validation:
data_dir : artifacts/data_validation
STATUS_FILE: artifacts/data_validation/Validation_satus.txt
data_transformation:
data_dir: artifacts\data_validation\Validated_data.csv
root_dir : artifacts\data_transformation
model_training:
root_dir: artifacts\model_training
train_data_path: artifacts\data_transformation\train.csv
metrics_dir: artifacts\model_training\metrics
model_name: "autoencoder.keras"
classifier_training:
root_dir: artifacts\classifier_training
data_path: artifacts\data_transformation\test.csv
metrics_dir: artifacts\classifier_training\metrics
encoder_path: artifacts\model_training\encoder.keras
model_name: classifier.keras
classifier_evaluation:
test_data_paths: [artifacts\classifier_training\X_val_cls.npy,artifacts\classifier_training\y_val_cls.npy]
cls_model_path: artifacts\classifier_training\classifier.keras
metrics_file_path: artifacts/classifier_evaluation/metircs