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EM Directory has assignment involving Generative Learning using a Gaussian Mixture Model parametrized using the Expectation-Maximizaion algorithm.

SVM Directory is an application of the Soft-Margin Support Vector Machine (SVM) algorithm on the MNIST dataset. 

NeuralNetwork Directory applies a "Vanilla" Neural Network algorithm to the MNIST dataset with 1 and 2 Hidden Layers. 

CNN Directory applies a custom made 13-layered Convolutional Neural Network to classify the CIFAR-10 dataset. Accuracy of ~ %80 is achieved.