This repository contains all practical works on the subject of Numerical Methods.
- Direct method for solving SLAE: Gaussian method with Partial Pivot Selection
- Iterative method for solving SLAE: The Steepest Descent Method
- Method for solving a nonlinear equation or a system of nonlinear equations: Secant method for a system of nonlinear equations
- Runtime comparison (
clear python
,numpy
,cython
, etc.): Code optimization - Solving the eigenvalue problem for for matrices: QR algorithms
- Interpolating a function of one or two variables : Newton's first interpolation formula (Newton's formula at the beginning of the table)
- Constructing the best approximation of a function: Padรฉ approximation
- Computing the integral: Euler-type quadrature formulas; Formula Gregory
- Course Work