This repository contains the experiments and exercises with various numerical methods for root-finding, optimization, differentiation and integration. Some of these methods are applied to solving ...

For the past few months, I've been covering different software packages for scientific computations. For my next several articles, I'm going to be focusing on using Python to come up with your own ...

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, ...

To reinforce the computing in Python studied at Stage 1, and to move towards expectations of more independent programming. To introduce a wider range of mathematical techniques within Python, ...

Python has many great advantages that leads to it being the programming language of choice for a large range of users. However, it is an inherently inefficient language and performing extensive ...

A guided overview of numerical methods in finance, showing how Monte Carlo, finite difference, and optimization drive pricing, risk, and portfolio decisions with Python, R, and MATLAB. The ...