PersonalizationConfig

oxirs_vec::personalized_search

Struct PersonalizationConfig 

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pub struct PersonalizationConfig {
Show 13 fields
    pub user_embedding_dim: usize,
    pub learning_rate: f32,
    pub time_decay_factor: f32,
    pub collaborative_weight: f32,
    pub content_weight: f32,
    pub enable_bandits: bool,
    pub exploration_rate: f32,
    pub enable_privacy: bool,
    pub privacy_epsilon: f32,
    pub min_interactions: usize,
    pub user_similarity_threshold: f32,
    pub enable_realtime_updates: bool,
    pub cold_start_strategy: ColdStartStrategy,

}
Expand description

Configuration for personalized search

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§user_embedding_dim: usize

Dimension of user embeddings

§learning_rate: f32

Learning rate for user embedding updates

§time_decay_factor: f32

Decay factor for older interactions

§collaborative_weight: f32

Weight for collaborative filtering

§content_weight: f32

Weight for content-based filtering

§enable_bandits: bool

Enable contextual bandits

§exploration_rate: f32

Exploration rate for bandits

§enable_privacy: bool

Enable differential privacy

§privacy_epsilon: f32

Privacy epsilon parameter

§min_interactions: usize

Minimum interactions before personalization

§user_similarity_threshold: f32

User similarity threshold

§enable_realtime_updates: bool

Enable real-time updates

§cold_start_strategy: ColdStartStrategy

Cold start strategy

Trait Implementations§

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impl Clone for PersonalizationConfig

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fn clone(&self) -> PersonalizationConfig

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 PersonalizationConfig

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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 PersonalizationConfig

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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 PersonalizationConfig

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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 PersonalizationConfig

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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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