Trait TwoStatParam 

pub trait TwoStatParam {
    type Mat;
    type Scalar;

    // Required methods
    fn new(dims: (usize, usize), a0: Self::Scalar, b0: Self::Scalar) -> Self;
    fn add_stat(&mut self, add_a: &Self::Mat, add_b: &Self::Mat);
    fn update_stat(&mut self, update_a: &Self::Mat, update_b: &Self::Mat);
    fn update_stat_col(
        &mut self,
        update_a: &Self::Mat,
        update_b: &Self::Mat,
        k: usize,
    );
    fn reset_stat(&mut self);
    fn map_calibrate_mean(&mut self);
    fn map_calibrate_sd(&mut self);
    fn map_calibrate_log_mean(&mut self);
    fn map_calibrate_log_sd(&mut self);

    // Provided methods
    fn calibrate(&mut self) { ... }
    fn calibrate_with(&mut self, target: CalibrateTarget) { ... }
}

A parameter matrix with two types of statistics with hyper parameters a0 and b0

Required Associated Types

type Mat

type Scalar

Required Methods

fn new(dims: (usize, usize), a0: Self::Scalar, b0: Self::Scalar) -> Self

fn add_stat(&mut self, add_a: &Self::Mat, add_b: &Self::Mat)

fn update_stat(&mut self, update_a: &Self::Mat, update_b: &Self::Mat)

fn update_stat_col( &mut self, update_a: &Self::Mat, update_b: &Self::Mat, k: usize, )

fn reset_stat(&mut self)

fn map_calibrate_mean(&mut self)

fn map_calibrate_sd(&mut self)

fn map_calibrate_log_mean(&mut self)

fn map_calibrate_log_sd(&mut self)

Provided Methods

fn calibrate(&mut self)

Calibrate all posterior quantities (mean, sd, log_mean, log_sd)

fn calibrate_with(&mut self, target: CalibrateTarget)

Calibrate only the posterior quantities specified by target.

Dyn Compatibility

This trait is not dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety".

Implementors

impl TwoStatParam for legume_numeric::param::dmatrix_gamma::GammaMatrix

type Mat = Matrix<f32, Dyn, Dyn, VecStorage<f32, Dyn, Dyn>>

type Scalar = f32

impl TwoStatParam for legume_numeric::param::ndarray_gamma::GammaMatrix

type Mat = ArrayBase<OwnedRepr<f32>, Dim<[usize; 2]>>

type Scalar = f32