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OnlineLearningConfig

oxirs_stream::online_learning

Struct OnlineLearningConfig 

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pub struct OnlineLearningConfig {
    pub learning_rate: f64,
    pub regularization: f64,
    pub batch_size: usize,
    pub detect_drift: bool,
    pub drift_sensitivity: f64,
    pub checkpoint_interval: Duration,
    pub max_model_history: usize,
    pub enable_ab_testing: bool,
    pub validation_split: f64,
}
Expand description

Online learning configuration

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§learning_rate: f64

Learning rate

§regularization: f64

Regularization strength

§batch_size: usize

Mini-batch size for updates

§detect_drift: bool

Enable concept drift detection

§drift_sensitivity: f64

Drift detection sensitivity

§checkpoint_interval: Duration

Model checkpoint interval

§max_model_history: usize

Maximum model history

§enable_ab_testing: bool

Enable A/B testing

§validation_split: f64

Validation split ratio

Trait Implementations§

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impl Clone for OnlineLearningConfig

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fn clone(&self) -> OnlineLearningConfig

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 OnlineLearningConfig

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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 OnlineLearningConfig

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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 OnlineLearningConfig

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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 OnlineLearningConfig

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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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