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Smart P2P lending using Ethereum smart contracts and deep learning

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Blockchain-Based Smart P2P Lending System

Description

An Ethereum-based p2p lending system using smart contracts written in solidity. Uses deep learning to predict the creditworthiness of applicants. Web-backend implemented in Python using Flask. Neural network implemented using Keras.

Paper

Bhaumik Choksi, Alisha Sawant and Sai Subhasree Pakina. Blockchain-based Smart P2P Lending using Neural Networks. International Journal of Computer Applications 180(35):51-55, April 2018.

Dependencies

pip install -r requirements.txt

Dataset

Lending Club Loan Data from Kaggle