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  1. neural-network-from-scratch neural-network-from-scratch Public

    MNIST classification using a 3-layer neural network made from scratch in python - no ML libraries

    Jupyter Notebook

  2. gradient-descent-from-scratch gradient-descent-from-scratch Public

    Optimized gradient descent for linear regression — polynomial features, ridge regularization, and diagonal Hessian preconditioning. No ML libraries.

    Jupyter Notebook