Struct MiniBatchGMMBuilder 

pub struct MiniBatchGMMBuilder { /* private fields */ }

Builder for Mini-Batch GMM

Implementations

impl MiniBatchGMMBuilder

pub fn new() -> Self

Create a new builder

pub fn n_components(self, n: usize) -> Self

Set number of components

pub fn batch_strategy(self, strategy: BatchStrategy) -> Self

Set batch strategy

pub fn covariance_type(self, cov_type: CovarianceType) -> Self

Set covariance type

pub fn max_iter(self, max_iter: usize) -> Self

Set maximum iterations

pub fn tol(self, tol: f64) -> Self

Set convergence tolerance

pub fn learning_rate(self, lr: f64) -> Self

Set learning rate

pub fn momentum(self, m: f64) -> Self

Set momentum

pub fn build(self) -> MiniBatchGMM<Untrained>

Build the model

Trait Implementations

impl Clone for MiniBatchGMMBuilder

fn clone(&self) -> MiniBatchGMMBuilder

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for MiniBatchGMMBuilder

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

Formats the value using the given formatter.

impl Default for MiniBatchGMMBuilder

fn default() -> Self

Returns the “default value” for a type.