├── .gitignore ├── Dockerfile ├── README.md ├── app.py ├── artifacts ├── data.csv ├── model.pkl ├── preprocessor.pkl ├── test.csv └── train.csv ├── notebook ├── 1 . EDA STUDENT PERFORMANCE .ipynb ├── 2. MODEL TRAINING.ipynb ├── catboost_info │ ├── catboost_training.json │ ├── learn │ │ └── events.out.tfevents │ ├── learn_error.tsv │ └── time_left.tsv └── data │ └── stud.csv ├── requirements.txt ├── setup.py ├── src ├── __init__.py ├── components │ ├── __init__.py │ ├── data_ingestion.py │ ├── data_transformation.py │ └── model_trainer.py ├── exception.py ├── logger.py ├── pipeline │ ├── __init__.py │ └── predict_pipeline.py └── utils.py └── templates ├── home.html └── index.html /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/ML-Project-Azure/HEAD/.gitignore -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/ML-Project-Azure/HEAD/Dockerfile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/ML-Project-Azure/HEAD/README.md -------------------------------------------------------------------------------- /app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/ML-Project-Azure/HEAD/app.py -------------------------------------------------------------------------------- /artifacts/data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/ML-Project-Azure/HEAD/artifacts/data.csv -------------------------------------------------------------------------------- /artifacts/model.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/ML-Project-Azure/HEAD/artifacts/model.pkl -------------------------------------------------------------------------------- /artifacts/preprocessor.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/ML-Project-Azure/HEAD/artifacts/preprocessor.pkl -------------------------------------------------------------------------------- /artifacts/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/ML-Project-Azure/HEAD/artifacts/test.csv -------------------------------------------------------------------------------- /artifacts/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/ML-Project-Azure/HEAD/artifacts/train.csv -------------------------------------------------------------------------------- /notebook/1 . 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