├── Jupyter_Notebooks └── ML_AdvancedBootCamp_Assignment_3_Advanced_Loan_or_No_Loan_.ipynb ├── LICENSE ├── Procfile ├── README.md ├── __pycache__ ├── app.cpython-38.pyc └── util.cpython-38.pyc ├── app.py ├── dphi_bc_advanced.PNG ├── loan_app.PNG ├── make_pred.PNG ├── models ├── loan_application_model_dtree.pickle ├── loan_application_model_lr.pickle ├── loan_application_model_lr_kf.pickle └── loan_application_model_lr_kf_fe.pickle ├── requirements.txt ├── static ├── css │ ├── bootstrap.css │ ├── fontawesome-all.css │ ├── magnific-popup.css │ ├── styles.css │ └── swiper.css ├── images │ ├── Joint_features_weight.PNG │ ├── about.jpg │ ├── ayoub.jpg │ ├── corr_plot.png │ ├── down-arrow.png │ ├── f1score.PNG │ ├── favicon.png │ ├── feature importance.png │ ├── header-background.jpg │ ├── hexagon-green.svg │ ├── hexagon-white.svg │ ├── loan_app.jpg │ ├── loan_img.jpg │ ├── loanapp.png │ ├── logo.svg │ ├── lr_fe_auc.png │ └── up-arrow.png ├── js │ ├── bootstrap.min.js │ ├── isotope.pkgd.min.js │ ├── jquery.easing.min.js │ ├── jquery.magnific-popup.js │ ├── jquery.min.js │ ├── morphext.min.js │ ├── popper.min.js │ ├── scripts.js │ ├── swiper.min.js │ └── validator.min.js └── webfonts │ ├── fa-brands-400.eot │ ├── fa-brands-400.svg │ ├── fa-brands-400.ttf │ ├── fa-brands-400.woff │ ├── fa-brands-400.woff2 │ ├── fa-regular-400.eot │ ├── fa-regular-400.svg │ ├── fa-regular-400.ttf │ ├── fa-regular-400.woff │ ├── fa-regular-400.woff2 │ ├── fa-solid-900.eot │ ├── fa-solid-900.svg │ ├── fa-solid-900.ttf │ ├── fa-solid-900.woff │ └── fa-solid-900.woff2 └── templates ├── Loan_Application.html ├── index.html ├── jointreport.html └── report.html /Jupyter_Notebooks/ML_AdvancedBootCamp_Assignment_3_Advanced_Loan_or_No_Loan_.ipynb: -------------------------------------------------------------------------------- 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