[−][src]Crate peroxide

peroxide is comprehensive numerical library for Rust.

Components

peroxide has various components for scientific computation.

Linear Algebra (with BLAS & LAPACK)
- Matrix operations
  - +,-,*,/
  - LU, Determinant, Inverse
- Vector operations
Statistics
- Statistical operations
  - mean, var, sd
  - factorial, P, C, H
- Distributions
  - Bernoulli
  - Uniform
  - Normal
  - Gamma
  - Beta
Special functions (Using special crate)
- Gaussian
- Gamma
- Beta
- Error
Automatic Differentiation
- Dual number system
- Hyper dual number system
Numerical Utils
Optimization
- Gradient Descent
- Levenberg-Marquardt
Differential Equations
- Explicit
  - Runge-Kutta 4th order
  - Euler methods
- Implicit
  - Backward Euler
  - Gauss-Legendre 4th order
Communication with Python
- Plot with matplotlib
DataFrame
- Read & Write with netcdf or csv format

Quick Start

Cargo.toml

To use peroxide, you should edit Cargo.toml
Current document version is corresponding to 0.18.0

Default
```
[dependencies]
peroxide = "0.18"
```

OpenBLAS & SIMD

[dependencies.peroxide]
version = "0.18"
default-features = false
features = ["O3"]

Plot

[dependencies.peroxide]
version = "0.18"
default-features = false
features = ["plot"]

DataFrame

[dependencies.peroxide]
version = "0.18"
default-features = false
features = ["dataframe"]

Together

[dependencies.peroxide]
version = "0.18"
default-features = false
features = ["O3", "plot", "dataframe"]

Import all at once

You can import all functions & structures at once

extern crate peroxide;
use peroxide::*;

fn main() {
    //Some codes...
}

Re-exports

pub use macros::julia_macro::*;

pub use macros::matlab_macro::*;

pub use macros::r_macro::*;

pub use structure::matrix::*;

pub use structure::vector::*;

pub use statistics::stat::*;

pub use macros::r_macro::*;

pub use macros::matlab_macro::*;

pub use macros::julia_macro::*;

pub use statistics::rand::*;

pub use util::print::*;

pub use util::non_macro::*;

pub use structure::polynomial::*;

pub use numerical::interp::*;

pub use numerical::spline::*;

pub use ml::reg::*;

pub use structure::dual::*;

pub use operation::extra_ops::*;

pub use util::useful::*;

pub use structure::multinomial::*;

pub use numerical::utils::*;

pub use util::api::*;

pub use statistics::dist::*;

pub use special::function::*;

pub use statistics::ops::*;

pub use structure::hyper_dual::*;

pub use util::writer::*;

pub use operation::mut_ops::*;

pub use numerical::ode::*;

pub use operation::number::*;

pub use numerical::optimize::*;

pub use special::legendre::*;

pub use redox::redoxable::*;

pub use util::low_level::*;

Modules

macros	Useful macros
ml	Machine learning tools
numerical	Differential equations & Numerical Analysis tools
operation	Useful missing operations & comprehensive traits
redox
special	Special function module
statistics	Statistical Modules
structure	Main structures for peroxide
util	Utility - plot, print, pickle and etc.

Macros

c	R like concatenate (Type: Vec<f64>)
cbind	R like cbind
eye	MATLAB like eye - identity matrix
hstack
linspace	MATLAB like linspace
lm	R like lm
matrix	More R like Matrix constructor (Macro)
rand	MATLAB like rand - random matrix
rbind	R like rbind
runif	R like random uniform
seq	R like seq macro
vstack
zeros	MATLAB like zeros - zero matrix