DatasetCharacteristics

oxirs_vec::faiss_native_integration

Struct DatasetCharacteristics 

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pub struct DatasetCharacteristics {
    pub num_vectors: usize,
    pub dimension: usize,
    pub distribution: String,
    pub intrinsic_dimension: f32,
    pub clustering_coefficient: f32,
}
Expand description

Dataset characteristics for benchmarking

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§num_vectors: usize

Number of vectors

§dimension: usize

Vector dimension

§distribution: String

Data distribution type

§intrinsic_dimension: f32

Intrinsic dimensionality

§clustering_coefficient: f32

Clustering coefficient

Trait Implementations§

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impl Clone for DatasetCharacteristics

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fn clone(&self) -> DatasetCharacteristics

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 DatasetCharacteristics

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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 DatasetCharacteristics

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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 DatasetCharacteristics

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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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