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dvc.yaml
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dvc.yaml
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stages:
data_ingestion:
cmd: python src/HousePricePredictRecommend/pipeline/stage_01_data_ingestion.py
deps:
- src/HousePricePredictRecommend/pipeline/stage_01_data_ingestion.py
- config/config.yaml
outs:
- artifacts/data_ingestion/Dataset.csv
- artifacts/data_ingestion/data.zip
data_transformation:
cmd: python src/HousePricePredictRecommend/pipeline/stage_02_data_transformation.py
deps:
- src/HousePricePredictRecommend/pipeline/stage_02_data_transformation.py
- config/config.yaml
- artifacts/data_ingestion/data.zip
outs:
- artifacts/processed_data.csv
- artifacts/data_preprocessing/preprocessor.h5
training:
cmd: python src/HousePricePredictRecommend/pipeline/stage_03_model_training_evaluation_mlflow.py
deps:
- src/HousePricePredictRecommend/pipeline/stage_03_model_training_evaluation_mlflow.py
- config/config.yaml
- artifacts/processed_data.csv
- params.yaml
outs:
- artifacts/training/model.h5
- artifacts/training/model_rent.h5
data_transformation_recommend:
cmd: python src/HousePricePredictRecommend/pipeline/stage_04_data_transformation_recommend_data.py
deps:
- src/HousePricePredictRecommend/pipeline/stage_04_data_transformation_recommend_data.py
- config/config.yaml
- artifacts/data_ingestion/data.zip
- artifacts/data_ingestion/Dataset.csv
outs:
- artifacts/data_preprocessed_recommend.csv
- artifacts/recommend_data.csv