Peroxide

Pure Rust numeric library contains linear algebra, numerical analysis, statistics and machine learning tools with R, MATLAB, Python like macros.

Latest README version

Corresponding to 0.10.0.

Install

• Add next line to your cargo.toml toml peroxide = "0.10"

Module Structure

• src
  • bin : For test some libraries
  • lib.rs : mod and re-export
  • macros : Macro files
  • matlabmacro.rs : MATLAB like macro
  • mod.rs
  • rmacro.rs : R like macro
  • ml : For machine learning (Beta)
    • mod.rs
    • reg.rs : Regression tools
  • numerical : To do numerical things
  • bdf.rs : Backward Differentiation Formula
  • gausslegendre.rs : Gauss-Legendre 4th order
  • interp.rs : Interpolation
  • mod.rs
  • newton.rs : Newton's Method
  • ode.rs : Merge all ODE algorithm to one module
  • rungekutta.rs : Runge Kutta 4th order
  • spline.rs : Natural Spline
  • utils.rs : Utils to do numerical things (e.g. jacobian)
  • operation : To define general operations
  • extraops.rs
  • mod.rs
  • special : Wrapper for special crate
  • mod.rs
  • function.rs : Special functions
  • statistics : Statistical Tools
  • mod.rs
  • dist.rs : Probability distributions
  • ops.rs : Some probabilistic operations
  • rand.rs : Wrapper for rand crate
  • stat.rs : Statistical tools
  • structure : Fundamental data structures
  • dataframe.rs : Not yet implemented
  • dual.rs : Dual number system for automatic differentiation
  • hyperdual.rs : Hyper dual number system for automatic differentiation
  • matrix.rs : Matrix
  • multinomial.rs : For multinomial (Beta)
  • mod.rs
  • polynomial.rs : Polynomial
  • vector.rs : Extra tools for Vec<f64>
  • util
  • mod.rs
  • api.rs : Matrix constructor for various language style
  • non_macro.rs : Primordial version of macros
  • pickle.rs : To handle pickle data structure
  • print.rs : To print conveniently
  • useful.rs : Useful utils to implement library
  • writer.rs : More convenient write system

Documentation

There is Peroxide Gitbook

Version Info

To see RELEASES.md

TODO

To see TODO.md