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  1. mnist_digit_classification mnist_digit_classification Public

    My first deep learning project: A CNN built with PyTorch to classify MNIST handwritten digits, achieving ~99% accuracy.

    Jupyter Notebook

  2. Employee_Attrition_Prediction Employee_Attrition_Prediction Public

    Predicting employee attrition using IBM HR dataset as practical machine learning project. Includes data loading, EDA, preproccessing, and model prepartion with scikit-learn.

    Jupyter Notebook

  3. VM VM Public

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  4. Hat Hat Public

    A fully manual neural network implementation developed for my university project. This project includes weight initialization, forward propagation, backpropagation, sigmoid activation, gradient com…

    Jupyter Notebook