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DataStatistics

oxirs_embed::federated_learning::participant

Struct DataStatistics 

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pub struct DataStatistics {
    pub num_samples: usize,
    pub num_features: usize,
    pub distribution_summary: HashMap<String, f64>,
    pub quality_metrics: HashMap<String, f64>,
    pub privacy_budget_used: f64,
}
Expand description

Data statistics for a participant

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§num_samples: usize

Number of samples

§num_features: usize

Number of features

§distribution_summary: HashMap<String, f64>

Data distribution summary

§quality_metrics: HashMap<String, f64>

Data quality metrics

§privacy_budget_used: f64

Privacy budget used

Trait Implementations§

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impl Clone for DataStatistics

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fn clone(&self) -> DataStatistics

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 DataStatistics

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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 DataStatistics

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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 DataStatistics

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