Trait VectorSpace

pub trait VectorSpace:
    Clone
    + Send
    + Sync {
    // Required methods
    fn dim(&self) -> usize;
    fn zero(dim: usize) -> Self;
    fn add(&self, other: &Self) -> Self;
    fn scale(&self, factor: f32) -> Self;
    fn as_slice(&self) -> &[f32];
}

Operations on a vector space.

Defines the algebraic structure that embedding vectors inhabit. Implementations are not required for Layer 0 — only signatures.

Required Methods

fn dim(&self) -> usize

Dimensionality of vectors in this space.

fn zero(dim: usize) -> Self

The zero vector.

fn add(&self, other: &Self) -> Self

Component-wise addition.

fn scale(&self, factor: f32) -> Self

Scalar multiplication.

fn as_slice(&self) -> &[f32]

View as a float slice.

Dyn Compatibility

This trait is not dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety", so this trait is not object safe.

Implementors

impl VectorSpace for DenseVector