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  1. pytorch-cifar100-lenet pytorch-cifar100-lenet Public

    A PyTorch implementation of LeNet-style convolutional neural network for CIFAR-100 image classification, including custom dataset loader, training pipeline, and evaluation utilities.

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  2. Probability-Projects Probability-Projects Public

    A simple Bayesian text classifier that estimates whether a text is written in English or Spanish using character frequency distributions.

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  3. Principal-Component-Analysis Principal-Component-Analysis Public

    PCA image reconstruction and an n-gram character language model implemented in Python.

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  4. Country-Clustering-Analysis Country-Clustering-Analysis Public

    Hierarchical clustering of countries using economic and demographic features, with world map visualization.

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  5. Frozen-Days-Linear-Regression Frozen-Days-Linear-Regression Public

    Linear regression on frozen-lake days using NumPy, pandas, and PyTorch gradient descent.

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  6. teeko-minimax-ai teeko-minimax-ai Public

    An AI player for the Teeko board game using minimax search with a heuristic evaluation function (drop + move phases).

    Python