Note: for context, you might want to read up on Linear Regression first. There's a lot of overlap. Say we want to deterministically create a predictive model with nice, clean data. However, even the ...

Abstract: This research paper presents a comprehensive comparison of eight regression techniques applied to a one-dimensional dataset. The study evaluates linear regression, polynomial regression, ...

This repository contains Python code for performing polynomial regression using gradient descent, implemented with PyTorch, as required for Assignment 1. The code provides functions for polynomial ...

Objectives: This study aimed to investigate the relationship between cumulative fluoroscopy dose and eye lens radiation dose among interventional radiologists, and to develop a predictive model to ...

Abstract: Identifying the roots of a polynomial is one of the standard tasks of numerical methods, which is often used in the analysis of system stability, regulation, etc. The presented article ...