├── README.md ├── resources ├── README.md ├── collaborate.png ├── explore-refactor_loop.png ├── explore.png ├── git_workflow.png ├── graphics.afdesign ├── iterate_to_product.png ├── refactor.png └── setup.png ├── template ├── README.md ├── cookiecutter.json └── {{cookiecutter.project_name}} │ ├── .gitignore │ ├── README.md │ ├── exploration │ ├── README.md │ ├── analysis_name │ │ └── notebook_name.ipynb │ └── data │ │ └── README.md │ ├── setup.cfg │ ├── setup.py │ ├── tests │ └── .gitkeep │ └── {{cookiecutter.package_name}} │ └── __init__.py └── tutorial ├── a-setup ├── README.md ├── exploration │ └── data │ │ └── titanic.csv ├── setup.py └── titanic │ └── __init__.py ├── b-collaborate ├── .gitignore ├── README.md ├── exploration │ └── data │ │ └── titanic.csv ├── requirements.txt ├── setup.py └── titanic │ └── __init__.py ├── c-explore ├── .gitignore ├── README.md ├── exploration │ ├── data │ │ └── titanic.csv │ └── predict_survival_using_logistic_regression_with_sex_age_title │ │ └── analysis.ipynb ├── requirements.txt ├── setup.py └── titanic │ └── __init__.py ├── d-refactor ├── .gitignore ├── README.md ├── exploration │ ├── data │ │ └── titanic.csv │ └── predict_survival_using_logistic_regression_with_sex_age_title │ │ └── analysis.ipynb ├── requirements.txt ├── setup.cfg ├── setup.py ├── tests │ ├── test_data.py │ ├── test_models.py │ └── validation_data │ │ └── titanic.csv └── titanic │ ├── __init__.py │ ├── data.py │ └── models.py └── e-iterate_to_product ├── .gitignore ├── README.md ├── exploration ├── data │ └── titanic.csv └── predict_survival_using_logistic_regression_with_sex_age_title │ └── analysis.ipynb ├── requirements.txt ├── setup.cfg ├── setup.py ├── tests ├── test_data.py ├── test_models.py └── validation_data │ └── titanic.csv └── titanic ├── __init__.py ├── command_line.py ├── data.py ├── models.py └── pipelines.py /README.md: -------------------------------------------------------------------------------- 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