├── .github └── workflows │ └── cicd.yaml ├── .gitignore ├── Dockerfile ├── LICENSE ├── README.md ├── app.py ├── artifacts ├── data_ingestion │ ├── data.zip │ └── winequality-red.csv ├── data_transformation │ ├── test.csv │ └── train.csv ├── data_validation │ └── status.txt ├── model_evaluation │ └── metrics.json └── model_trainer │ └── model.joblib ├── config └── config.yaml ├── main.py ├── params.yaml ├── requirements.txt ├── research ├── 01_data_ingestion.ipynb ├── 02_data_validation.ipynb ├── 03_data_transformation.ipynb ├── 04_model_trainer.ipynb ├── 05_model_evaluation.ipynb ├── Expriement.ipynb ├── trials.ipynb └── winequality-red.csv ├── schema.yaml ├── setup.py ├── src └── mlProject │ ├── __init__.py │ ├── components │ ├── __init__.py │ ├── data_ingestion.py │ ├── data_transformation.py │ ├── data_validation.py │ ├── model_evaluation.py │ └── model_trainer.py │ ├── config │ ├── __init__.py │ └── configuration.py │ ├── constants │ └── __init__.py │ ├── entity │ ├── __init__.py │ └── config_entity.py │ ├── pipeline │ ├── __init__.py │ ├── prediction.py │ ├── stage_01_data_ingestion.py │ ├── stage_02_data_validation.py │ ├── stage_03_data_transformation.py │ ├── stage_04_model_trainer.py │ └── stage_05_model_evaluation.py │ └── utils │ ├── __init__.py │ └── common.py ├── static ├── assets │ ├── favicon.ico │ └── img │ │ └── form-v9.jpg ├── css │ └── styles.css ├── css2 │ ├── nunito-font.css │ └── style.css └── js │ └── scripts.js ├── template.py └── templates ├── index.html └── results.html /.github/workflows/cicd.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/entbappy/End-to-end-ML-Project/HEAD/.github/workflows/cicd.yaml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/entbappy/End-to-end-ML-Project/HEAD/.gitignore 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