Welcome to Numerary’s documentation!

Numerary is Scientific Library that contains many numerical methods.

Contents

Root finding

• Bisection Method
  • Overview
  • The Method
  • Usage
• Secant Method
  • Overview
  • The Method
  • Derivation Of The Method
  • Usage

Integral

• Integral Approximation - Simpson’s Rule
  • Definition
  • Usage

Minimum finding

• Bisection Method
  • Usage
• Golden Ratio Method
  • Usage

Maximum finding

• Bisection Method
  • Usage
• Golden Ratio Method
  • Usage

Linear System of Equations

• Gauss Elimination Method
  • Algorithm
  • Usage

Nonlinear System of Equations

• Newton’s Method
  • Overview
  • The Method
  • Usage

Ordinary Differential Equations

• Dormand-Prince Method
  • Definition
  • Usage

Regression

• Linear Regression
  • Introduction
  • The Simple Linear Regression Model
  • A Linear Probabilistic Model
  • Estimating Model Parameters
  • Usage

Interpolation

• Lagrange’s Interpolation
  • Lagrange polynomial
  • Definition
  • Runge’s example
  • Usage

Differentiation

• Numerical differentiation. Calculation of the first derivative.
  • Definition
  • Usage

Other

• Incomplete Gamma Function
  • Definition
  • Usage