cvx_analytics::procrustes

Struct ProcrustesTransform

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pub struct ProcrustesTransform {
    pub rotation: Vec<Vec<f64>>,
    pub scale: f64,
    pub source_mean: Vec<f64>,
    pub target_mean: Vec<f64>,
    pub dim: usize,
    pub error: f64,
}
Expand description

A fitted Procrustes transformation.

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§rotation: Vec<Vec<f64>>

Rotation matrix (D × D), stored row-major.

§scale: f64

Scale factor.

§source_mean: Vec<f64>

Source centroid (subtracted before rotation).

§target_mean: Vec<f64>

Target centroid (added after rotation).

§dim: usize

Dimensionality.

§error: f64

Alignment error (Frobenius norm of residual).

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impl ProcrustesTransform

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pub fn apply(&self, source_vec: &[f32]) -> Vec<f32>

Apply the transform to a source vector → target space.

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pub fn apply_batch(&self, vectors: &[Vec<f32>]) -> Vec<Vec<f32>>

Apply to a batch of vectors.

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impl Clone for ProcrustesTransform

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fn clone(&self) -> ProcrustesTransform

Returns a copy 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 ProcrustesTransform

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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<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

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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<U> 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> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

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

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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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>

Performs the conversion.