From Scratch

Implementing ML algorithms without libaries, in order to illustrate understanding of the mathematical foundation of these algorithms

Algorithms:

GMM

Gaussain Mixture Models, a unsupervised learning clustering technique. Data - S&P 500 Exchange traded Fund Prices Objective: Finding the distribution of the returns of S&P 500.

Naive Bayes