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├── README.md The top-level README for developers using this project. ├── data │ ├── external Data from third party sources. │ ├── interim Intermediate data that has been transformed. │ ├── processed The final, canonical data sets for modeling. │ └── raw The original, immutable data dump. │ ├── models Trained and serialized models, model predictions, or model summaries │ ├── notebooks Jupyter notebooks. Naming convention is a number (for ordering), │ the creator’s initials, and a short - delimited description, e.g. │ 1.0-jqp-initial-data-exploration. │ ├── reports Generated analysis as HTML, PDF, LaTeX, etc. │ └── figures Generated graphics and figures to be used in reporting │ ├── requirements.txt The requirements file for reproducing the analysis environment, e.g. │ generated with pip freeze > requirements.txt │ ├── src Source code for use in this project. ├── data Scripts to download or generate data │ └── make_dataset.py │ ├── features Scripts to turn raw data into features for modeling │ └── build_features.py │ ├── models Scripts to train models and then use trained models to make │ │ predictions │ ├── predict_model.py │ └── train_model.py │ └── visualization Scripts to create exploratory and results oriented visualizations └── visualize.py