TransferLearningConfig

scirs2_cluster::advanced::transfer

Struct TransferLearningConfig 

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pub struct TransferLearningConfig {
    pub source_weight: f64,
    pub target_weight: f64,
    pub adaptation_iterations: usize,
    pub adaptation_learning_rate: f64,
    pub feature_alignment: FeatureAlignment,
    pub domain_adaptation_strength: f64,
    pub adversarial_training: bool,
    pub max_mismatch_tolerance: f64,
}
Expand description

Configuration for transfer learning clustering

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§source_weight: f64

Source domain weight

§target_weight: f64

Target domain weight

§adaptation_iterations: usize

Number of adaptation iterations

§adaptation_learning_rate: f64

Learning rate for adaptation

§feature_alignment: FeatureAlignment

Feature alignment method

§domain_adaptation_strength: f64

Domain adaptation strength

§adversarial_training: bool

Enable adversarial training

§max_mismatch_tolerance: f64

Maximum mismatch tolerance

Trait Implementations§

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impl Clone for TransferLearningConfig

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fn clone(&self) -> TransferLearningConfig

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 TransferLearningConfig

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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 Default for TransferLearningConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for TransferLearningConfig

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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 TransferLearningConfig

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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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