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  1. configurable-cnn configurable-cnn Public

    Configurable CNN is a flexible deep learning project for handwritten digit classification using the MNIST dataset. It allows customization of convolutional layers and kernel sizes, enabling experim…

    Python 1

  2. cifar-noise-estimation cifar-noise-estimation Public

    Deep-learning pipeline that trains ResNet-18 to estimate Gaussian noise levels in CIFAR-10 images, featuring modular configs, unified CLI, and rich logging.

    Python

  3. mehdeh.github.io mehdeh.github.io Public

    Personal website

    HTML

  4. galaxy-particle-simulator galaxy-particle-simulator Public

    Interactive 3D galaxy simulator generated by Claude Sonnet 4.5 using Three.js. Built from a single AI prompt with real-time controls.

    HTML

  5. bi-matmul-network bi-matmul-network Public

    Dual-side matmul neural nets that squeeze MNIST/CIFAR/FashionMNIST inputs toward target shapes through layered bilateral projections, showcasing custom matrix-based layers in PyTorch.

    Jupyter Notebook

  6. pytorch-iris-classifier pytorch-iris-classifier Public

    Notebook demonstrating a PyTorch feedforward network for classifying the Iris dataset, including data standardization, train/test splits, and training metrics visualization.

    Jupyter Notebook