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numerical_methods's Introduction

๐Ÿ”ข Numerical Methods Pylint

This repository contains all practical works on the subject of Numerical Methods.

Content

  1. Direct method for solving SLAE: Gaussian method with Partial Pivot Selection
  2. Iterative method for solving SLAE: The Steepest Descent Method
  3. Method for solving a nonlinear equation or a system of nonlinear equations: Secant method for a system of nonlinear equations
  4. Runtime comparison (clear python, numpy, cython, etc.): Code optimization
  5. Solving the eigenvalue problem for for matrices: QR algorithms
  6. Interpolating a function of one or two variables : Newton's first interpolation formula (Newton's formula at the beginning of the table)
  7. Constructing the best approximation of a function: Padรฉ approximation
  8. Computing the integral: Euler-type quadrature formulas; Formula Gregory
  9. Course Work

License

GPL-3.0 License


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