linear regression is a linear approach to modeling the relationship between a scalar response and one or more explanatory variables.

Brief visual explanations of linear regression with diagrams, code examples and links to resources for learning more.

linear-regression regression tutorial article

We will explore linear regression and we will implement it using Python from scratch.

linear-regression regression tutorial article

2017-11-15 · This article will focus on a technique that helps in avoiding overfitting and also increasing model interpretability.

regularization linear-regression regression article

This will cover Simple Liner Regression and its Algorithm and the techniques that is used in along with the formula. I will also cover little bit of math.

linear-regression regression tutorial article

In this project i have implemented the basic linear regression model without using the sci-kit library.

machine-learning linear-regression regression tutorial

Examples for all the different utilities within scikit-learn.

scikit-learn naive-bayes linear-regression logistic-regression

Build warped linear regression models in Python when your model has a non-normal error distribution.

linear-regression non-normal warped-linear-regression peak-engines

Genetic Programming in Python, with a scikit-learn inspired API.

genetic-programming symbolic-regression regression code