Machine-Learning-Algorithms

Implementation of some Machine Learning Algorithms in Python

Support Vector Machine (SVM)

A notebook implementing the SVM algorithm starting with a linear kernel, followed by a polynomial and rbf kernels

SVM notebook

Expectation-Maximization (EM)

A notebook implementing the EM algorithm starting with a multibinomial distribution followed by a multi-guassian distribution

EM notebook