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Numerical method codes

This repository contains various numerical methods for root finding, curve fitting etc.

Root finding

  • bisection method
  • regula falsi
  • secant method
  • newton raphson
  • ridder method
  • steffensen method
  • aitken_extrapolation

Curve fitting

  • linear regression
  • quadratic regression
  • cubic regression

Interpolation

  • lagrange interpolation

Differentiation

  • finite difference for first derivative
  • finite difference for second derivative

Integration

  • rectangular rule
  • trapezoidal rule
  • simpson rule

Differential Equation

  • euler method
  • taylor 2nd order method

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