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  1. PCA-Hyperspectral-Indian-Pines PCA-Hyperspectral-Indian-Pines Public

    Python implementation of Principal Component Analysis (PCA) on the Indian Pines hyperspectral dataset for dimensionality reduction and feature analysis. Includes MSE evaluation and visualization of…

    Jupyter Notebook

  2. ModelFitting-Classification-Techniques ModelFitting-Classification-Techniques Public

    implementing and comparing various model fitting and classification techniques. Demonstrates Multivariate Gaussian, Bag-of-Words, Naïve Bayes, LDA, and QDA models. Applied to Iris, SMS Spam Collect…

    Jupyter Notebook

  3. MNIST_CNN_Digit_Recognizer MNIST_CNN_Digit_Recognizer Public

    A Convolutional Neural Network (CNN) built with TensorFlow/Keras to classify handwritten digits from the MNIST dataset. Includes training, evaluation, and TensorBoard integration.

    Jupyter Notebook