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

peroxide = "0.10"

Module Structure

• src
  • bin : For test some libraries
  • lib.rs : mod and re-export
  • macros : Macro files
    • matlab_macro.rs : MATLAB like macro
    • mod.rs
    • r_macro.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
    • gauss_legendre.rs : Gauss-Legendre 4th order
    • interp.rs : Interpolation
    • mod.rs
    • newton.rs : Newton's Method
    • ode.rs : Merge all ODE algorithm to one module
    • runge_kutta.rs : Runge Kutta 4th order
    • spline.rs : Natural Spline
    • utils.rs : Utils to do numerical things (e.g. jacobian)
  • operation : To define general operations
    • extra_ops.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
    • hyper_dual.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