Struct WordEmbedding

Source

pub struct WordEmbedding {
    pub strategy: EmbeddingStrategy,
    pub dimension: usize,
    pub embeddings: HashMap<String, Array1<f64>>,
    pub vocabulary: Vec<String>,
}

Expand description

Word embedding for text representation

Fields§

§strategy: EmbeddingStrategy

Embedding strategy

§dimension: usize

Embedding dimension

§embeddings: HashMap<String, Array1<f64>>

Word-to-embedding mapping

§vocabulary: Vec<String>

Vocabulary

Implementations§

Source §

impl WordEmbedding

Source

pub fn new(strategy: EmbeddingStrategy, dimension: usize) -> Self

Creates a new word embedding

Source

pub fn fit(&mut self, corpus: &[&str]) -> Result<()>

Fits the embedding on a corpus

Source

pub fn get_embedding(&self, word: &str) -> Option<&Array1<f64>>

Gets the embedding for a word

Source

pub fn embed_text(&self, text: &str) -> Result<Array1<f64>>

Gets the embedding for a sentence

Trait Implementations§

Source §

impl Clone for WordEmbedding

Source §

fn clone(&self) -> WordEmbedding

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

Source §

impl Debug for WordEmbedding

Source §

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl UnwindSafe for WordEmbedding

Blanket Implementations§

Source §

impl<T> Any for T
where T: 'static + ?Sized,

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

Source §

impl<T> CloneToUninit for T
where T: Clone,

Source §

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

Source §

impl<T> DynClone for T
where T: Clone,

Source §

fn __clone_box(&self, _: Private) -> *mut ()

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

impl<T, U> Into for T
where U: From<T>,

Source §

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source §

impl<T> IntoEither for T

Source §

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §