machine-learning-algorithms

This repository contains implementations of the following machine learning algorithms

• Online passive aggressive algorithm
• Support vector machine using CVX optimization
• Support vector machine using gradient descent
• ID3
• Self organizing maps (SOM)
• Convolutional neural network
• Principal component analysis(PCA)