Crate hypervector

Hypervector Crate

This crate implements high-dimensional vectors for hyperdimensional computing and Vector Symbolic Architectures (VSAs). It currently provides two implementations:

• MBAT: Bipolar vectors (elements in {-1, +1}).
• SSP: Semantic Spatial Parameters (implemented in a separate module).

Core components such as a global RNG, the VSA trait, and a generic Hypervector type are defined here.

Modules

encoder

Object Encoder Module

fhrr

FHRR Module

mbat

MBAT Module

ssp

Spatial Semantic Pointer (SSP) Module

Structs

Hypervector

A generic hypervector type parameterized over a VSA implementation.

Enums

TieBreaker

Options for tie-breaking during the bundling operation.

Traits

VSA

The VSA trait defines the interface for a Vector Symbolic Architecture. New VSA implementations (such as SSP, MBAT, or FHRR) can be added by implementing this trait.

Functions

set_global_seed

Sets the seed for the global RNG. This affects all hypervector generation and operations that use the global RNG.