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1. MNIST-Softmax-Classification MNIST-Softmax-Classification Public

   Image classifier which classifies MNIST database of handwritten digits 0-9 using 28x28 pixel images

   Python 2

2. TorchNN-Transformer TorchNN-Transformer Public

   This is a transformer made from scratch using PyTorch.

   Jupyter Notebook

3. binary_classification_nn binary_classification_nn Public

   Classify data of any given shape using 2 layer neural network

   Jupyter Notebook 1

4. SVM-RBF-CVXOPT SVM-RBF-CVXOPT Public

   Classification of a radially seperated dataset using SVM with RBF kernel using CVXOPT

   Python 2

5. ExMax-MixtureOfGaussians ExMax-MixtureOfGaussians Public

   Find Clusters of data using Expectation Maximization algorithm on mixture of gaussians

   Python 2

6. SpamPredictor-NaiveBayes SpamPredictor-NaiveBayes Public

   Use Naive bayes to predict if the email/message is spam

   Python 2