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exam-pass-fail-classifier

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hurkanugur / Exam-Pass-Fail-Classifier

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A simple PyTorch-based neural network that classifies student exam outcomes (Pass/Fail) using study hours and previous exam scores. Implements dataset splitting (train/val/test), mini-batch training, and evaluation with configurable hyperparameters.

python machine-learning deep-learning neural-network pandas pytorch dataset neural-networks mini-batch sigmoid adam-optimizer sigmoid-function relu relu-layer train-model data-split data-splitting binary-cross-entropy-loss exam-pass-fail-classifier exam-pass-fail-predictor
  • Updated Sep 5, 2025
  • Python

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