Struct DifferentialEncoder

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pub struct DifferentialEncoder {
    pub config: DimensionalConfig,
    pub basis: Vec<HyperVec>,
    pub match_threshold: f64,
    pub precision_threshold: f64,
}

Expand description

Differential encoder using a codebook basis

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§config: DimensionalConfig

Configuration

§basis: Vec<HyperVec>

Basis vectors (the codebook)

§match_threshold: f64

Threshold for considering a match

§precision_threshold: f64

Threshold for expanding precision

Implementations§

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impl DifferentialEncoder

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pub fn new(config: DimensionalConfig) -> Self

Create a new encoder

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pub fn add_basis(&mut self, vector: HyperVec)

Add a basis vector to the codebook

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pub fn encode(&self, data: &HyperVec) -> DifferentialEncoding

Encode data differentially against the codebook

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pub fn decode(&self, encoding: &DifferentialEncoding) -> HyperVec

Full reconstruction from differential encoding

Auto Trait Implementations§

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impl UnwindSafe for DifferentialEncoder

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