Module russell_lab::algo

This module implements algorithms built from base, math, and vector-matrix routines

Structs

• Bracket
  Holds the results of a root finding or minimum bracketing algorithm
• InterpLagrange
  Implements a polynomial interpolant in Lagrange Form
• InterpParams
  Holds additional parameters for the interpolation functions
• MinBracketing
  Implements algorithms for bracketing a local minimum of f(x)
• MinSolver
  Implements algorithms for finding a local minimum of f(x)
• Quadrature
  Implements numerical integration using adaptive Gaussian quadrature
• RootSolver
  Implements algorithms for finding the roots of an equation
• Stats
  Holds generic statistics for the algorithms
• TestFunction
  Holds an f(x) function that is useful for testing

Enums

• InterpGrid
  Defines the type of the interpolation grid in 1D

Functions

• get_test_functions
  Generates f(x) functions for testing
• linear_fitting
  Calculates the parameters of a linear model using least squares fitting
• num_jacobian
  Computes the Jacobian matrix of a vector function using 5-point finite differences

Type Aliases

• NoArgs
  Indicates that no extra arguments for f(x) are needed