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/
The main libraries used in this project:
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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:OneHotEncoderKNNImputerSVCLabelEncoderLogisticRegression
If you have any feedback, please reach out to us at mohamedazizkhezami@gmail.com
Thank you!