Polynomial Regression — which python package to use?

“Hello world” expressed in numpy, scipy, sklearn and tensorflow.

“Collaborative fishing”. Portugal 2019. (Author’s private collection)

Introduction

Polynomial regression is one of the most fundamental concepts used in data analysis and prediction. Not only can any (infinitely differentiable) function be expressed as a polynomial through Taylor series at least within a…