Struct peroxide::structure::matrix::SVD

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pub struct SVD {
    pub s: Vec<f64>,
    pub u: Matrix,
    pub vt: Matrix,
}

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§s: Vec<f64>§u: Matrix§vt: Matrix

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impl SVD

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pub fn u(&self) -> &Matrix

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pub fn vt(&self) -> &Matrix

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pub fn s_mat(&self) -> Matrix

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pub fn truncated(&self) -> Self

Generated Truncated SVD

extern crate peroxide;
use peroxide::fuga::*;

fn main() {
    let x = ml_matrix("1 2 3;4 5 6");
    // Full SVD
    let svd = x.svd();
    svd.u().print();        // m x m matrix
    svd.s_mat().print();    // m x n matrix
    svd.vt().print();       // n x n matrix

    // Truncated SVD
    let svd2 = svd.truncated();
    svd2.u().print();       // m x p matrix
    svd2.s_mat().print();   // p x p matrix
    svd2.vt().print();      // p x n matrix
}

Trait Implementations§

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impl Clone for SVD

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fn clone(&self) -> SVD

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 SVD

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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 Freeze for SVD

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impl RefUnwindSafe for SVD

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impl Send for SVD

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impl Sync for SVD

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impl Unpin for SVD

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impl UnwindSafe for SVD

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> 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

Creates owned data from borrowed data, usually by cloning. Read more
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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

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

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V