Struct opensrdk_kernel_method::spectral_mixture::SpectralMixture

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pub struct SpectralMixture { /* private fields */ }

Expand description

http://www.cs.cmu.edu/~andrewgw/andrewgwthesis.pdf

Implementations

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impl SpectralMixture

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pub fn new(p: usize, q: usize) -> Self

Trait Implementations

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impl<R> Add<R> for SpectralMixture where
R: PositiveDefiniteKernel<Vec<f64>>,

type Output = KernelAdd<SpectralMixture, R, Vec<f64, Global>>

The resulting type after applying the + operator.

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fn add(self, rhs: R) -> Self::Output

Performs the + operation. Read more

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impl Clone for SpectralMixture

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fn clone(&self) -> SpectralMixture

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 SpectralMixture

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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<R> Mul<R> for SpectralMixture where
R: PositiveDefiniteKernel<Vec<f64>>,

type Output = KernelMul<SpectralMixture, R, Vec<f64, Global>>

The resulting type after applying the * operator.

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fn mul(self, rhs: R) -> Self::Output

Performs the * operation. Read more

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impl ParamsDifferentiableKernel<Vec<f64, Global>> for SpectralMixture

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fn ln_diff_params(
 &self,
 params: &[f64 ],
 x: &Vec<f64>,
 xprime: &Vec<f64>
) -> Result<Vec<f64>, KernelError>

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impl PositiveDefiniteKernel<Vec<f64, Global>> for SpectralMixture

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fn params_len(&self) -> usize

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fn value(
 &self,
 params: &[f64 ],
 x: &Vec<f64>,
 xprime: &Vec<f64>
) -> Result<f64, KernelError>

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impl ValueDifferentiableKernel<Vec<f64, Global>> for SpectralMixture

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fn ln_diff_value(
 &self,
 params: &[f64 ],
 x: &Vec<f64>,
 xprime: &Vec<f64>
) -> Result<Vec<f64>, KernelError>

Auto Trait Implementations

impl RefUnwindSafe for SpectralMixture

impl Send for SpectralMixture

impl Sync for SpectralMixture

impl Unpin for SpectralMixture

impl UnwindSafe for SpectralMixture

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,

const: unstable · source

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,

const: unstable · source

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

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

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

const: unstable · source

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::()

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

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

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)

🔬 This is a nightly-only experimental API. (toowned_clone_into)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>

Performs the conversion.

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

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

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Struct opensrdk_kernel_method::spectral_mixture::SpectralMixture

Implementations

impl SpectralMixture

pub fn new(p: usize, q: usize) -> Self

Trait Implementations

impl<R> Add<R> for SpectralMixture where R: PositiveDefiniteKernel<Vec<f64>>,

type Output = KernelAdd<SpectralMixture, R, Vec<f64, Global>>

fn add(self, rhs: R) -> Self::Output

impl Clone for SpectralMixture

fn clone(&self) -> SpectralMixture

fn clone_from(&mut self, source: &Self)

impl Debug for SpectralMixture

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

impl<R> Mul<R> for SpectralMixture where R: PositiveDefiniteKernel<Vec<f64>>,

type Output = KernelMul<SpectralMixture, R, Vec<f64, Global>>

fn mul(self, rhs: R) -> Self::Output

impl ParamsDifferentiableKernel<Vec<f64, Global>> for SpectralMixture

fn ln_diff_params( &self, params: &[f64], x: &Vec<f64>, xprime: &Vec<f64>) -> Result<Vec<f64>, KernelError>

impl PositiveDefiniteKernel<Vec<f64, Global>> for SpectralMixture

fn params_len(&self) -> usize

fn value( &self, params: &[f64], x: &Vec<f64>, xprime: &Vec<f64>) -> Result<f64, KernelError>

impl ValueDifferentiableKernel<Vec<f64, Global>> for SpectralMixture

fn ln_diff_value( &self, params: &[f64], x: &Vec<f64>, xprime: &Vec<f64>) -> Result<Vec<f64>, KernelError>

Auto Trait Implementations

impl RefUnwindSafe for SpectralMixture

impl Send for SpectralMixture

impl Sync for SpectralMixture

impl Unpin for SpectralMixture

impl UnwindSafe for SpectralMixture

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::()

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

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

type Owned = T

fn to_owned(&self) -> T

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

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

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

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

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<T> Value for T where T: Clone + Debug + Send + Sync,

impl<R> Add<R> for SpectralMixture where
R: PositiveDefiniteKernel<Vec<f64>>,

impl<R> Mul<R> for SpectralMixture where
R: PositiveDefiniteKernel<Vec<f64>>,

fn ln_diff_params(
&self,
params: &[f64 ],
x: &Vec<f64>,
xprime: &Vec<f64>
) -> Result<Vec<f64>, KernelError>

fn value(
&self,
params: &[f64 ],
x: &Vec<f64>,
xprime: &Vec<f64>
) -> Result<f64, KernelError>

fn ln_diff_value(
&self,
params: &[f64 ],
x: &Vec<f64>,
xprime: &Vec<f64>
) -> Result<Vec<f64>, KernelError>

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

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

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

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

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

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

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

impl<T> Value for T where
T: Clone + Debug + Send + Sync,