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//! Choose what you want. //! //! # Philosophy //! //! Numerical algorithms are neglected in many codes. //! However, it is very important which algorithm is used for precise research and important numerical computation. //! `fuga` is the best for you. //! //! # Usage //! //! ```ignore //! #[macro_use] //! extern crate peroxide; //! use peroxide::fuga::*; //! //! // Then you can use everyting in peroxide. //! ``` //! //! # Compare with `prelude` //! //! * Norm //! ``` //! #[macro_use] //! extern crate peroxide; //! use peroxide::fuga::*; //! //! fn main() { //! let a = c!(1, 2, 3); //! let l1 = a.norm(Norm::L1); //! let l2 = a.norm(Norm::L2); //! let l_inf = a.norm(Norm::LInf); //! //! assert_eq!(l1, 6f64); //! assert_eq!(l2, 14f64.sqrt()); //! assert_eq!(l_inf, 3f64); //! } //! ``` //! //! ``` //! #[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 //! // prelude can't compute l1 norm, l_inf norm //! assert_eq!(l2, 14f64.sqrt()); //! } //! ``` //! //! * Numerical integration //! //! ``` //! #[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(); //! } //! ``` //! //! ``` //! #[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) //! } //! ``` //! //! * Solve //! //! ``` //! #[macro_use] //! extern crate peroxide; //! use peroxide::fuga::*; //! //! fn main() { //! let a = ml_matrix("1 2;3 4"); //! let b = c!(3, 7); //! a.solve(&b, LU).print(); // [1, 1] //! a.solve(&b, WAZ).print(); // [1, 1] //! } //! ``` //! //! ``` //! #[macro_use] //! extern crate peroxide; //! use peroxide::prelude::*; //! //! fn main() { //! let a = ml_matrix("1 2;3 4"); //! let b = c!(3, 7); //! // Prelude can only solve with LU //! a.solve(&b).print(); // [1, 1] //! } //! ``` #[allow(unused_imports)] pub use crate::macros::{julia_macro::*, matlab_macro::*, r_macro::*}; pub use crate::traits::{ fp::{FPMatrix, FPVector}, general::Algorithm, math::{InnerProduct, LinearOp, MatrixProduct, Norm, Normed, Vector, VectorProduct}, mutable::{MutFP, MutMatrix}, num::{ExpLogOps, Number, NumberVector, PowOps, Real, TrigOps}, pointer::{MatrixPtr, Oxide, Redox}, stable::StableFn, sugar::{Scalable, ScalableMut, VecOps, ConvToMat}, }; #[allow(unused_imports)] pub use crate::structure::{dual::*, hyper_dual::*, matrix::*, polynomial::*, vector::*}; pub use crate::util::{api::*, low_level::*, non_macro::*, print::*, useful::*, wrapper::*}; #[allow(unused_imports)] pub use crate::statistics::{dist::*, ops::*, rand::*, stat::*}; #[allow(unused_imports)] pub use crate::special::function::*; #[allow(unused_imports)] pub use crate::numerical::{ eigen::*, integral::*, interp::*, ode::*, optimize::*, root::*, spline::*, utils::*, }; #[allow(unused_imports)] pub use crate::ml::reg::*; #[allow(unused_imports)] #[cfg(feature = "dataframe")] pub use crate::structure::dataframe::*; #[allow(unused_imports)] #[cfg(feature = "plot")] pub use crate::util::plot::*; #[allow(unused_imports)] pub use crate::structure::ad::*; // ============================================================================= // Enums // ============================================================================= pub use crate::numerical::integral::Integral::{GaussLegendre, NewtonCotes}; pub use crate::numerical::root::RootFind::{Bisection, FalsePosition, Newton, Secant}; pub use crate::statistics::stat::QType::{ Type1, Type2, Type3, Type4, Type5, Type6, Type7, Type8, Type9, }; pub use crate::structure::matrix::{ Form::{Diagonal, Identity}, SolveKind::{LU, WAZ}, }; pub use crate::traits::num::Number::{D, F};