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💳 Defaulting

This application aims to identify bank customers whom might have a probability to default their loan payement. You can upload your customers database and check them all at once, or insert a single customer data and check them up.

You can check the app via this link: https://defaulting.streamlit.app/

Used Libraries:

The main libraries used in this project:

  • streamlit: A python based web framework for quick and easy building and deploymenet of web apps using python language.

  • numpy: a Python library adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.

  • pandas: a software library written for the Python programming language for data manipulation and analysis.

  • scikit_learn: scikit-learn is a free and open-source machine learning library for the Python programming language. From which I used:

    • OneHotEncoder
    • KNNImputer
    • SVC
    • LabelEncoder
    • LogisticRegression

Demo

ScreenRecording2024-07-25at9 53 35PM-ezgif com-video-to-gif-converter

Screenshots

Screen Shot 2024-07-05 at 6 23 18 PM Screen Shot 2024-07-25 at 10 05 33 PM Screen Shot 2024-07-25 at 9 59 16 PM

Feedback

If you have any feedback, please reach out to us at [email protected]

Thank you!

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