Struct AdaptiveStreamingGMMTrained

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pub struct AdaptiveStreamingGMMTrained {
    pub weights: Array1<f64>,
    pub means: Array2<f64>,
    pub covariances: Array2<f64>,
    pub component_counts: Array1<usize>,
    pub last_update: Array1<usize>,
    pub total_samples: usize,
    pub learning_rate: f64,
    pub creation_history: Vec<usize>,
    pub deletion_history: Vec<usize>,
    pub drift_detected: bool,
    pub drift_cumsum: f64,
    pub config: AdaptiveStreamingConfig,
}

Expand description

Trained Adaptive Streaming GMM state

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§weights: Array1<f64>

Current component weights

§means: Array2<f64>

Current component means

§covariances: Array2<f64>

Current component covariances (diagonal)

§component_counts: Array1<usize>

Number of samples seen per component

§last_update: Array1<usize>

Last update iteration for each component

§total_samples: usize

Total samples processed

§learning_rate: f64

Current learning rate

§creation_history: Vec<usize>

Component creation history

§deletion_history: Vec<usize>

Component deletion history

§drift_detected: bool

Drift detection state

§drift_cumsum: f64

Drift detection cumulative sum

§config: AdaptiveStreamingConfig

Configuration

Trait Implementations§

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impl Clone for AdaptiveStreamingGMMTrained

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fn clone(&self) -> AdaptiveStreamingGMMTrained

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 AdaptiveStreamingGMMTrained

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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 AdaptiveStreamingGMMTrained

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more

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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

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<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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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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