naeem95/Principal-Component-Analysis-for-classification

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Created over 8 years ago
Updated over 8 years ago

naeem95/Principal-Component-Analysis-for-classification

naeem95

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Implement Principal Component Analysis for classification and use it to recognise hand-written digits from the MNIST dataset.

Principal-Component-Analysis-for-Binary-Classification

Implemented Principal Component Analysis and regenerate Figures 12.3, 12.4 and 12.5 from Bishop's book.

Multiclass-Logistic-Regression-classifier

Implementation of a multiclass Logistic Regression classifier and train it using SGD to recognize hand-written digits from the MNIST dataset.