MNIST classifier comparing Simple Gaussian and GMM models implemented from scratch in Python.
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Nov 8, 2025 - Python
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gaussian-models
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Comparative analysis of Gaussian vs Gaussian Mixture Models for MNIST digit classification using MLE. Features 10-class ROC analysis, accuracy comparisons, and comprehensive model evaluation.
machine-learning gaussian-mixture-models mnist-classification pattern-recognition density-estimation gaussian-models maximum-likelihood-estimation roc-analysis
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Jan 29, 2026 - Python
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Mar 16, 2021 - Python
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