VectorStats

oxirs_vec::adaptive_compression

Struct VectorStats 

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pub struct VectorStats {
    pub dimensions: usize,
    pub mean: f32,
    pub std_dev: f32,
    pub min_val: f32,
    pub max_val: f32,
    pub entropy: f32,
    pub sparsity: f32,
    pub correlation: f32,
    pub intrinsic_dimension: f32,
    pub clustering_tendency: f32,
    pub temporal_stability: f32,
    pub domain_affinity: VectorDomain,
}
Expand description

Enhanced statistics about vector data characteristics

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§dimensions: usize§mean: f32§std_dev: f32§min_val: f32§max_val: f32§entropy: f32§sparsity: f32§correlation: f32§intrinsic_dimension: f32§clustering_tendency: f32§temporal_stability: f32§domain_affinity: VectorDomain

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impl VectorStats

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pub fn from_vector(vector: &Vector) -> Result<Self, VectorError>

Calculate enhanced statistics for a vector with context

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pub fn from_vector_with_context( vector: &Vector, context: &CompressionContext, ) -> Result<Self, VectorError>

Calculate statistics for a vector with compression context

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pub fn from_vectors(vectors: &[Vector]) -> Result<Self, VectorError>

Calculate aggregate statistics from multiple vectors

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pub fn from_vectors_with_context( vectors: &[Vector], context: &CompressionContext, ) -> Result<Self, VectorError>

Calculate aggregate statistics from multiple vectors with context

Trait Implementations§

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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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