The core value of functions lies in encapsulating repetitive computational logic into independent modules, achieving ...

One property of Python that causes a much larger problem is polymorphism. In this case, Python needs to check the operands of any operator or function to see what type it is, decide whether this ...

This repository contains a Python implementation of numerical root-finding methods for solving ( f(x) = 0 ). The methods include Bisection, Newton-Raphson, Fixed Point Iteration, False Position, ...

⦁ Curve fitting (e.g. least squares fitting of known function to data). ⦁ Root finding (e.g. Newton-Raphson and Python solvers). ⦁ Numerical derivatives through finite difference, and related ...

This Streamlit application provides an interactive benchmark to compare the execution speed of common numerical operations performed using standard Python lists and loops versus NumPy's optimized ...

Numerical Calculations Can Seem Like Magic I’ve written about numerical calculations before, but perhaps they weren’t too inspiring. What are numerical calculations? Here is my own definition.

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...