miniboosts 0.2.1

MiniBoosts: A collection of boosting algorithms written in Rust 🦀
Documentation 
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//! Provides some boosting algorithms.

pub mod core;

// ------------------------------------------------
// Classification
pub mod smoothboost;
pub mod adaboost;
pub mod adaboostv;

#[cfg(feature="extended")]
pub mod totalboost;

pub mod cerlpboost;
#[cfg(feature="extended")]
pub mod lpboost;
#[cfg(feature="extended")]
pub mod erlpboost;
#[cfg(feature="extended")]
pub mod softboost;
#[cfg(feature="extended")]
pub mod mlpboost;

pub mod gradient_boost;


// ------------------------------------------------
// Export the Boosters

/// Booster trait
pub use self::core::{
    Booster,
    State,
};

// ------------------------------------------------
// Classification

/// Empirical Risk Minimization
pub use self::adaboost::AdaBoost;


/// Hard Margin Maximization
pub use self::adaboostv::AdaBoostV;
#[cfg(feature="extended")]
pub use self::totalboost::TotalBoost;


/// Soft Margin Maximization
#[cfg(feature="extended")]
pub use self::lpboost::LPBoost;
#[cfg(feature="extended")]
pub use self::erlpboost::ERLPBoost;
#[cfg(feature="extended")]
pub use self::softboost::SoftBoost;

pub use self::smoothboost::SmoothBoost;
pub use self::cerlpboost::CERLPBoost;

#[cfg(feature="extended")]
pub use self::mlpboost::MLPBoost;

pub use self::gradient_boost::GBM;