Maths behind machine learning and some implementations from scratch.

Create an iterator which evaluates the logit function for each iterated value.

Logit function.

Standard logistic function.

Create an iterator which evaluates the standard logistic function for each iterated value.

"Publication bias and the canonization of false facts" published in eLife (2016)

Logistic Regression is one of the basic yet complex machine learning algorithm. This is often the starting point of a classification problem. This repository will help in understanding the theory/working behind logistic regression and the code will help in implementing the same in Python. Also, This is a basic implementation of Logistic Regressi…

Windows of susceptibility (WOS) analysis for brain diseases including zika and cognitive disorder.