VectorDistributionAnalysis

oxirs_vec::advanced_analytics

Struct VectorDistributionAnalysis 

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pub struct VectorDistributionAnalysis {
    pub total_vectors: usize,
    pub dimensionality: usize,
    pub density_estimate: f32,
    pub cluster_count: usize,
    pub cluster_sizes: Vec<usize>,
    pub cluster_cohesion: Vec<f32>,
    pub cluster_separation: f32,
    pub outlier_count: usize,
    pub outlier_threshold: f32,
    pub sparsity_ratio: f32,
    pub distribution_skewness: f32,
}
Expand description

Vector distribution and clustering insights

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§total_vectors: usize§dimensionality: usize§density_estimate: f32§cluster_count: usize§cluster_sizes: Vec<usize>§cluster_cohesion: Vec<f32>§cluster_separation: f32§outlier_count: usize§outlier_threshold: f32§sparsity_ratio: f32§distribution_skewness: f32

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impl Clone for VectorDistributionAnalysis

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fn clone(&self) -> VectorDistributionAnalysis

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for VectorDistributionAnalysis

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for VectorDistributionAnalysis

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for VectorDistributionAnalysis

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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