thesfinox / linear-regression-ols

Simple linear regression code

Simple Linear Regression

A simple example of Ordinary Least Squares (OLS) regression using the statsmodels library.

Installation

Use python -m venv venv/ and pip install -r requirements.txt.

Usage

You can control the no. of samples in the simulation, the slope of the simulation, the fit of the intercept.

e.g. 1:

python linear.py --slope 3.4 --samples 100

e.g. 2:

python linear.py --slope 6.5 --samples 15 --no-intercept

N.B.: you can use python linear.py --help for info.