VectorStats

ipfrs_semantic::vector_quality

Struct VectorStats 

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pub struct VectorStats {
    pub mean: f32,
    pub std_dev: f32,
    pub min: f32,
    pub max: f32,
    pub l2_norm: f32,
    pub zero_count: usize,
    pub invalid_count: usize,
    pub dimension: usize,
}
Expand description

Statistics about a vector or collection of vectors

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§mean: f32

Mean of all elements

§std_dev: f32

Standard deviation

§min: f32

Minimum value

§max: f32

Maximum value

§l2_norm: f32

L2 norm (magnitude)

§zero_count: usize

Number of zero elements

§invalid_count: usize

Number of NaN or infinite values

§dimension: usize

Dimension of the vector

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impl Clone for VectorStats

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fn clone(&self) -> VectorStats

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
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impl Debug for VectorStats

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

Formats the value using the given formatter. Read more

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