DataSelectionStrategy

oxirs_embed::federated_learning::participant

Enum DataSelectionStrategy 

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pub enum DataSelectionStrategy {
    AllData,
    RandomSampling {
        sample_rate: f64,
    },
    StratifiedSampling {
        strata_proportions: HashMap<String, f64>,
    },
    ActiveLearning {
        uncertainty_threshold: f64,
    },
    ImportanceSampling {
        importance_weights: Vec<f64>,
    },
}
Expand description

Data selection strategies for local training

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AllData

Use all available data

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RandomSampling

Random sampling

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§sample_rate: f64
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StratifiedSampling

Stratified sampling

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§strata_proportions: HashMap<String, f64>
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ActiveLearning

Active learning selection

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§uncertainty_threshold: f64
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ImportanceSampling

Importance sampling

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§importance_weights: Vec<f64>

Trait Implementations§

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impl Clone for DataSelectionStrategy

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fn clone(&self) -> DataSelectionStrategy

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 DataSelectionStrategy

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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 DataSelectionStrategy

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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 DataSelectionStrategy

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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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