This document provides an overview of computational materials science methods for modeling polymers. It discusses three main approaches for estimating the physical properties of polymers based on their chemical structure: (1) an empirical group contributions method, (2) a semi-empirical method developed by the author that uses physics-based equations calibrated with polymer standards, and (3) a newer method using coherence indexes and correlation rules. The document focuses on the semi-empirical approach and describes the development of computer software that can calculate over 60 physical properties of polymers from their chemical structure, as well as perform the inverse problem of designing polymers with target properties. Overall, the document outlines computational tools for modeling polymers from their molecular structure.