A simple model to predict the user's ability to pay the loan.
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Updated
Apr 27, 2023 - Python
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loan-prediction-model
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This project predicts loan approval outcomes (Approved/Rejected) using a PyTorch neural network. It includes data preprocessing, train/validation/test split, model training with BCEWithLogitsLoss, and inference with probability-based classification.
python machine-learning deep-neural-networks deep-learning neural-network pandas pytorch classification matplotlib leaky-relu adam-optimizer sigmoid-function relu-layer matplotlib-python data-split data-splitting train-validation-test loan-prediction-model binary-cross-entropy binary-cross-entropy-loss
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Updated
Sep 13, 2025 - Python
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