Logistic Regression From Scratch

This is a repository of code associated with a series of blog posts about implementing Logistic Regression From Scratch.

The links for the posts are:

1. https://bryantravissmith.com/2015/12/27/implementing-logistic-regression-from-scratch-part-1-theory/
2. https://bryantravissmith.com/2015/12/29/implementing-logistic-regression-from-scratch-part-2-python-code/
3. https://bryantravissmith.com/2016/01/09/implementing-logistic-regression-from-scratch-part-3-regularization/
4. https://bryantravissmith.com/2016/01/18/implementing-logistic-regression-from-scratch-part-4-customizing-cost-function/

The folders are labeled for each part.