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Numerical methods in pure python

Project description

Numericals

PyPI version PyPI Downloads Code style: black

Numerical methods in pure Python.

In active development.

Installation

pip install numericals

Algorithms

  • Integration

    • Trapezoidal Rule
    • Midpoint Rule
    • Simpson's Rule
    • Monte Carlo
    • Gaussian Quadrature
  • ODE

    • Euler's Method
    • Heun's Method
    • Runge-Kutta 4
  • Optimization

    • Golden Section Search
  • Root-finding

    • Bisection Method
    • Secant Method
    • Newton's Method
    • Regula Falsi
    • Illinois Algorithm

License

LGPLv2.1

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