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Norm

Enum Norm 

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pub enum Norm {
    Euc = 0,
    Fro = 1,
    Inf = 2,
    Max = 3,
    One = 4,
}
Expand description

Options to compute vector and matrix norms

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Euc = 0

Specifies the Euclidean-norm

matrix

Will compute the same as Norm::Fro

vector

‖u‖_2 = sqrt(Σ_i |uᵢ|⋅|uᵢ|)
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Fro = 1

Specifies the Frobenius-norm (2-norm)

matrix

‖a‖_F = sqrt(Σ_i Σ_j |aᵢⱼ|⋅|aᵢⱼ|) == ‖a‖_2

vector

Will compute the same as Norm::Euc

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Inf = 2

Specifies the Inf-norm

matrix

‖a‖_∞ = max_i ( Σ_j |aᵢⱼ| )

vector

Will compute that same as Norm::Max

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Max = 3

Specifies the Max-norm

matrix

‖a‖_max = max_ij ( |aᵢⱼ| )

vector

‖u‖_max = max_i ( |uᵢ| ) == ‖u‖_∞
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One = 4

Specifies the 1-norm

matrix

‖a‖_1 = max_j ( Σ_i |aᵢⱼ| )

vector (taxicab or sum of abs values)

‖u‖_1 := sum_i |uᵢ|

Trait Implementations§

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impl Clone for Norm

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fn clone(&self) -> Norm

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 Norm

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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 PartialEq for Norm

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

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl Copy for Norm

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impl Eq for Norm

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impl StructuralPartialEq for Norm

Auto Trait Implementations§

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impl Freeze for Norm

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impl RefUnwindSafe for Norm

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impl Send for Norm

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impl Sync for Norm

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impl Unpin for Norm

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impl UnsafeUnpin for Norm

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impl UnwindSafe for Norm

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<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.