This is a python script that performs polynomial fits and plots the results. This code is a data analysis script in python using the libraries numpy, pandas, scipy, sklearn and matplotlib. The input ...

Linear regression is the method of capturing linear relationship between features and the targets. But linear regression models fail to capture the trend if the data is of a non-linear form i.e. Not ...

Polynomial regression is a form of regression analysis in which the relationship between the independent variable (X) and the dependent variable (y) is modeled as an (n)th degree polynomial. This ...

This repository contains a Python implementation of the Kauffman polynomial, a knot invariant that is used to distinguish knots and links in knot theory. It is defined using skein relations and can be ...