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KmeansOptions

oxigdal_algorithms::vector::clustering

Struct KmeansOptions 

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pub struct KmeansOptions {
    pub k: usize,
    pub max_iterations: usize,
    pub tolerance: f64,
    pub metric: DistanceMetric,
    pub init_method: InitMethod,
    pub seed: Option<u64>,
}
Expand description

Options for K-means clustering

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§k: usize

Number of clusters

§max_iterations: usize

Maximum number of iterations

§tolerance: f64

Convergence tolerance

§metric: DistanceMetric

Distance metric

§init_method: InitMethod

Initialization method

§seed: Option<u64>

Random seed for reproducibility

Trait Implementations§

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impl Clone for KmeansOptions

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fn clone(&self) -> KmeansOptions

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 KmeansOptions

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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 KmeansOptions

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fn default() -> Self

Returns the “default value” for a type. Read more

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

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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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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fn from(t: T) -> T

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impl<T, U> Into<U> for T
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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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where T: Clone,

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type Owned = T

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fn clone_into(&self, target: &mut T)

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type Error = Infallible

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type Error = <U as TryFrom<T>>::Error

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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

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