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.

Principal-Component-Analysis-for-classification

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