Struct BagOfWordsEmbedding 

pub struct BagOfWordsEmbedding { /* private fields */ }

Simple bag-of-words sentence embeddings

Implementations

impl BagOfWordsEmbedding

pub fn new() -> Self

Create a new bag-of-words embedding

pub fn with_config(config: BagOfWordsConfig) -> Self

Create a new bag-of-words embedding with custom configuration

pub fn get_vocabulary(&self) -> &HashMap<String, usize>

Get the vocabulary mapping

Trait Implementations

impl Clone for BagOfWordsEmbedding

fn clone(&self) -> BagOfWordsEmbedding

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for BagOfWordsEmbedding

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

Formats the value using the given formatter.

impl Default for BagOfWordsEmbedding

fn default() -> Self

Returns the “default value” for a type.

impl Fit<Vec<String>, ()> for BagOfWordsEmbedding

type Fitted = BagOfWordsEmbedding

The fitted model type

fn fit(self, x: &Vec<String>, _y: &()) -> Result<Self::Fitted>

Fit the model to the provided data with validation

fn fit_with_validation( self, x: &X, y: &Y, _x_val: Option<&X>, _y_val: Option<&Y>, ) -> Result<(Self::Fitted, FitMetrics), SklearsError>

where Self: Sized,

Fit with custom validation and early stopping

impl Transform<Vec<String>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>> for BagOfWordsEmbedding

fn transform(&self, x: &Vec<String>) -> Result<Array2<f64>>

Transform the input data