/Loan-defaulter-prediction-Web-App

Loan-defaulter-prediction Web App: This model is a flask web-app that predicts the " Whether to the Borrower gonna be a defaulter or not "

Primary LanguageJupyter NotebookMIT LicenseMIT

Loan-defaulter-prediction

Predictive analysis applications in the finance domain(for predicting loan defaults)

Dependencies--

  • Machine Learning Model Preparation

    • Python 3
    • pandas
    • numpy
    • scipy
    • scikit-learn
    • matplotlib
    • seaborn
    • jupyter notebook
    • Numpy
    • Pandas
    • scikit learn

  • Web application

    • Flask
    • Html
    • Css
    • JavaScript
    • Bootstrap

Prerequisites

To run locally, it is assumed that you have python installed on your system

Development Guide

  • Create a virtual environment. virtualenv venv

    • Activate virtual environment via \venv\scripts\activate

  • Install the requirements. pip install -r requirements.txt

  • Get ready with all files like html,css,javascript

  • Run the server python manage.py runserver

Result

The output of this model is a flask web-app which predict the " Wether to the Borrower gonna be a defaulter or not ".

Author

Vikram singh