Crate scialg

This crate is a collection of common algorithms used in data science written in pure Rust. It includes modules for

• Evaluation of constants
• Filter functions
• Fourier analysis
• Special function evaluations
• Integration
• Inter- (and extra)polation
• Linear algebra
• Dataset modelling (aka fitting)
• Differential equations
• Optimization
• Root finding
• Sorting
• Statistics
• Vector math

Modules

• consts
  Evaluation algorithms for mathematical constants
• filter
  Filter onedimensional data
• fourier
  Fourier analysis
• function
  Evaluation algorithms for functions
• integration
  Evaluation algorithms for integrals of functions
• interpolation
  Interpolation (and extrapolation) of errorless datasets
• linalg
  Linear algebra algorithms
• model
  Fitting of datasets with known errors to a known model
• ode
  Ordinary differential equation solver
• optimize
  Minimization of functions
• root
  Root finding of functions
• sort
  Sorting algorithms for onedimensional datasets
• statistic
  Statistical modeling of datasets
• vector
  Vector algebra