Struct VariationalGMM

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pub struct VariationalGMM<F> {
    pub max_components: usize,
    pub config: VariationalGMMConfig,
    pub parameters: Option<VariationalGMMParameters<F>>,
    pub lower_bound_history: Vec<F>,
    /* private fields */
}

Expand description

Variational Bayesian Gaussian Mixture Model

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§max_components: usize

Maximum number of components

§config: VariationalGMMConfig

Configuration

§parameters: Option<VariationalGMMParameters<F>>

Fitted parameters

§lower_bound_history: Vec<F>

Lower bound history

Implementations§

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impl<F> VariationalGMM<F>
where F: Float + FromPrimitive + SimdUnifiedOps + Send + Sync + Debug + Display + Sum<F>,

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pub fn new(max_components: usize, config: VariationalGMMConfig) -> Self

Create new Variational GMM

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pub fn fit( &mut self, data: &ArrayView2<'_, F>, ) -> StatsResult<VariationalGMMResult<F>>

Fit Variational GMM to data

Auto Trait Implementations§

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impl<F> UnwindSafe for VariationalGMM<F>
where F: UnwindSafe + RefUnwindSafe,

Blanket Implementations§

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

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

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

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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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