LazyMatrix

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lazymatrix::RowNormalizationParams ​

LazyMatrix for Rust · 0.9.0

Source

rust
pub struct RowNormalizationParams<F = f64>

Fitted normalization for particular rows of a matrix.

Present vectors have one entry per row, and scales are nonzero. Explicit parameters preserve negative scales and nonfinite values. Parameters may be reapplied to matrices with the same row count, but they describe the fitted rows, not a transformation learned across samples. Fit new samples' row parameters independently.

Inherent implementation ​

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impl<F: lazymatrix::Scalar> RowNormalizationParams<F>

centers ​

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pub fn centers(&self) -> Option<&[F]>

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Fitted row centers, if centering is active.

from_parts ​

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pub fn from_parts(
    nrows: usize,
    centers: Option<Vec<F>>,
    scales: Option<Vec<F>>
) -> Self

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Construct validated explicit parameters without changing their values.

Panics ​

Panics if either vector has a different length from nrows, or if a scale is exact positive or negative zero. A zero-scale panic reports the zero-based row index.

into_parts ​

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pub fn into_parts(self) -> RowNormalizationStats<F>

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Recover the fitted centers and scales without copying.

nrows ​

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pub fn nrows(&self) -> usize

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Number of rows these parameters describe.

scales ​

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pub fn scales(&self) -> Option<&[F]>

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Fitted row scales, if scaling is active.

Implementation of Clone ​

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impl<F: core::clone::Clone> Clone for RowNormalizationParams<F>

clone ​

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fn clone(&self) -> Self

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Implementation of Debug ​

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impl<F: core::fmt::Debug> Debug for RowNormalizationParams<F>

fmt ​

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

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Implementation of PartialEq ​

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impl<F: core::cmp::PartialEq> PartialEq for RowNormalizationParams<F>

eq ​

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fn eq(&self, other: &Self) -> bool

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Implementation of StructuralPartialEq ​

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impl<F: core::cmp::PartialEq> StructuralPartialEq for RowNormalizationParams<F>

Implementation of Freeze ​

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impl<F> Freeze for RowNormalizationParams<F> where Option<Vec<F>>: Freeze + Freeze

Implementation of RefUnwindSafe ​

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impl<F> RefUnwindSafe for RowNormalizationParams<F> where Option<Vec<F>>: RefUnwindSafe + RefUnwindSafe

Implementation of Send ​

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impl<F> Send for RowNormalizationParams<F> where Option<Vec<F>>: Send + Send

Implementation of Sync ​

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impl<F> Sync for RowNormalizationParams<F> where Option<Vec<F>>: Sync + Sync

Implementation of Unpin ​

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impl<F> Unpin for RowNormalizationParams<F> where Option<Vec<F>>: Unpin + Unpin

Implementation of UnsafeUnpin ​

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impl<F> UnsafeUnpin for RowNormalizationParams<F> where Option<Vec<F>>: UnsafeUnpin + UnsafeUnpin

Implementation of UnwindSafe ​

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impl<F> UnwindSafe for RowNormalizationParams<F> where Option<Vec<F>>: UnwindSafe + UnwindSafe

Implementation of Any ​

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

Implementation of Borrow ​

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

Implementation of BorrowMut ​

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

Implementation of ByRef ​

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impl<T> ByRef<T> for T

Implementation of CastableFrom ​

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT where ST: ?Sized, DT: ?Sized

Implementation of CastableFrom ​

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT where ST: ?Sized, DT: ?Sized

Implementation of CloneToUninit ​

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impl<T> CloneToUninit for T where T: Clone

Implementation of From ​

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impl<T> From<T> for T

Implementation of Imply ​

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impl<T, U> Imply<T> for U where T: ?Sized, U: ?Sized

Implementation of Into ​

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

Implementation of IntoEither ​

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impl<T> IntoEither for T

Implementation of Pointable ​

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impl<T> Pointable for T

Implementation of Read ​

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impl<T> Read<Exclusive, BecauseExclusive> for T where T: ?Sized

Implementation of Same ​

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impl<T> Same for T

Implementation of Scalar ​

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impl<T> Scalar for T where T: 'static + Clone + PartialEq + Debug

Implementation of SupersetOf ​

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impl<SS, SP> SupersetOf<SS> for SP where SS: SubsetOf<SP>

Implementation of ToOwned ​

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impl<T> ToOwned for T where T: Clone

Implementation of TryFrom ​

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impl<T, U> TryFrom<U> for T where U: Into<T>

Implementation of TryInto ​

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impl<T, U> TryInto<U> for T where U: TryFrom<T>

Released under the MIT and Apache 2.0 licenses.