gladwinyjh / ML-Basics

ML algorithms from scratch

ML-Basics

ML algorithms mostly from scratch to strengthen my understanding of concepts.

Notes + Implementation (code) of ML concepts learned from Dr. Kilian Weinberger and others from books and the web.

Github notebook viewer is not always too kind with math equations, so it is best viewed with an alternative notebook viewer, like nbviewer.

Topics Covered thus far

Linear, Logistic Regression

K-nearest neighbors

Perceptron

Naive Bayes

Support Vector Machines

Decision Trees / CART

K-means, K-means++

Feed Forward Neural Network