Struct StreamingKMeansConfig

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pub struct StreamingKMeansConfig {
    pub k: usize,
    pub forgetting_factor: f64,
    pub seed: Option<u64>,
}

Expand description

Configuration for StreamingKMeans.

Use StreamingKMeansConfig::builder to construct with validation.

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§k: usize

Number of clusters.

§forgetting_factor: f64

Optional forgetting factor in (0, 1]. 1.0 = no forgetting (default). Lower values cause centroids to adapt faster to recent data.

§seed: Option<u64>

Optional seed for deterministic behavior (used if random init is added later).

Implementations§

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impl StreamingKMeansConfig

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pub fn builder(k: usize) -> StreamingKMeansConfigBuilder

Create a new builder with the given number of clusters.

Trait Implementations§

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impl Clone for StreamingKMeansConfig

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fn clone(&self) -> StreamingKMeansConfig

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 StreamingKMeansConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for StreamingKMeansConfig

Blanket Implementations§

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where T: 'static + ?Sized,

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Gets the TypeId of self. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

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

Performs copy-assignment from self to dest. Read more

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