peroxide 0.24.0

Rust comprehensive scientific computation library contains linear algebra, numerical analysis, statistics and machine learning tools with farmiliar syntax
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139

//! Do not disturbed. Just use.
//! 
//! # Philosophy
//! 
//! For complicated computations like as physics, statistics and etc, too many options of library disturbes theory.
//! Many computations where numerical algorithms are not very critical do not require many options.
//! L2 norm is enough, and what integration algorithms you use is not important.
//! `prelude` makes you free.
//! 
//! # Usage
//! 
//! ```ignore
//! #[macro_use]
//! extern crate peroxide;
//! use peroxide::prelude::*;
//! 
//! // Then you can use almost everything in peroxide.
//! ```
//! 
//! # Compare with `fuga`
//! 
//! * Norm
//! ```
//! #[macro_use]
//! extern crate peroxide;
//! use peroxide::prelude::*;
//! 
//! fn main() {
//!     let a = c!(1, 2, 3);
//!     let l2 = a.norm();      // L2 is default vector norm
//!     
//!     assert_eq!(l2, 14f64.sqrt());
//! }
//! ```
//! 
//! ```
//! #[macro_use]
//! extern crate peroxide;
//! use peroxide::fuga::*;
//!    
//! fn main() {
//!     let a = c!(1, 2, 3);
//!     let l2 = a.norm(Norm::L2);
//!     assert_eq!(l2, 14f64.sqrt());
//! }
//! ```
//! 
//! * Numerical integration
//! 
//! ```
//! #[macro_use]
//! extern crate peroxide;
//! use peroxide::prelude::*;
//! use std::f64::consts::PI;
//! 
//! fn main() {
//!     let sin = |x: f64| x.sin();
//!     integrate(sin, (0f64, PI)).print();
//!     // Default integration = GaussLegendre(15)
//! }
//! ```
//! 
//! ```
//! #[macro_use]
//! extern crate peroxide;
//! use peroxide::fuga::*;
//! use std::f64::consts::PI;
//! 
//! fn main() {
//!     let sin = |x: f64| x.sin();
//!     integrate(sin, (0f64, PI), GaussLegendre(15)).print();
//! }
//! ```

#[allow(unused_imports)]
pub use crate::macros::{
    julia_macro::*, 
    matlab_macro::*, 
    r_macro::*
};

pub mod simpler;

pub use crate::traits::{
    math::{Vector, InnerProduct, LinearOp},
    fp::{FPVector, FPMatrix},
    mutable::{MutFP, MutMatrix},
    general::Algorithm,
    num::{PowOps, ExpLogOps, TrigOps, Real, Number, NumberVector},
    pointer::{Redox, Oxide, MatrixPtr},
};

pub use simpler::SimpleNorm;

#[allow(unused_imports)]
pub use crate::structure::{
    matrix::*,
    vector::*,
    dual::*,
    polynomial::*,
    hyper_dual::*,
};

#[allow(unused_imports)]
pub use crate::util::{
    print::*,
    api::*,
    low_level::*,
    non_macro::*,
    useful::*,
    wrapper::*,
};

#[allow(unused_imports)]
pub use crate::statistics::{
    rand::*,
    dist::*,
    ops::*,
    stat::*,
};

#[allow(unused_imports)]
pub use crate::special::function::*;

#[allow(unused_imports)]
pub use crate::numerical::{
    ode::*,
    newton::*,
    optimize::*,
    spline::*,
    utils::*,
    interp::*,
    eigen::Eigen,
};

pub use simpler::{
    integrate,
    eigen,
};