Struct DBStreamConfig

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pub struct DBStreamConfig {
    pub radius: f64,
    pub decay_rate: f64,
    pub min_weight: f64,
    pub cleanup_interval: usize,
    pub shared_density_threshold: f64,
}

Expand description

Configuration for DBStream.

Use DBStreamConfig::builder to construct with sensible defaults and validation.

§Example

use irithyll::clustering::dbstream::DBStreamConfig;

let config = DBStreamConfig::builder(0.5)
    .decay_rate(0.01)
    .min_weight(0.5)
    .build()
    .unwrap();

Fields§

§radius: f64

Radius for micro-cluster neighborhood.

§decay_rate: f64

Decay rate (lambda). Higher values forget faster.

§min_weight: f64

Minimum weight threshold for micro-cluster survival.

§cleanup_interval: usize

Cleanup interval (in samples). Remove dead MCs every N samples.

§shared_density_threshold: f64

Minimum shared density for macro-cluster merging (as fraction of combined weight).

Implementations§

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impl DBStreamConfig

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pub fn builder(radius: f64) -> DBStreamConfigBuilder

Create a builder with the given micro-cluster radius.

Trait Implementations§

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impl Clone for DBStreamConfig

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fn clone(&self) -> DBStreamConfig

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 DBStreamConfig

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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 DBStreamConfig

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impl<T> Any for T
where T: 'static + ?Sized,

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Gets the TypeId of self. Read more

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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
where T: Clone,

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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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impl<T> From<T> for T

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Returns the argument unchanged.

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