Struct potpourri::model::Model

pub struct Model<T>where
    T: Parametrizable,{
    pub parametrizable: T,
    pub n_components: usize,
    pub max_iterations: usize,
    pub n_init: usize,
    pub incremental: bool,
    pub incremental_weight: f64,
    pub tol: f64,
    pub info: ModelInfo,
}

The basis struct to use for models

Fields

parametrizable: T

n_components: usize

max_iterations: usize

n_init: usize

incremental: bool

incremental_weight: f64

tol: f64

info: ModelInfo

Implementations

impl<T> Model<T>where T: Parametrizable + Sync,

pub fn new( parametrizable: T, n_components: usize, max_iterations: usize, n_init: usize, incremental: bool ) -> Model<T>

Trait Implementations

impl<T> Debug for Model<T>where T: Parametrizable + Debug,

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<T> Learning for Model<T>where T: Parametrizable + Sync + Clone + Send,

type DataIn<'a> = <T as Parametrizable>::DataIn<'a>

type DataOut = <T as Parametrizable>::DataOut

fn fit(&mut self, data: &Self::DataIn<'_>) -> Result<(), Error>

fn predict(&self, _data: &Self::DataIn<'_>) -> Result<Self::DataOut, Error>