QMLUtils

quantrs2_sim::qml_integration

Struct QMLUtils

pub struct QMLUtils;

Expand description

QML utilities

Implementations§

impl QMLUtils

pub fn create_vqc(num_qubits: usize, num_layers: usize) -> QuantumNeuralNetwork

Create a simple variational quantum classifier

pub fn create_xor_training_data() -> Vec<TrainingExample>

Create training data for XOR problem

pub fn benchmark_qml_integration() -> Result<QMLBenchmarkResults>

Benchmark QML integration

Auto Trait Implementations§

impl Freeze for QMLUtils

impl RefUnwindSafe for QMLUtils

impl Send for QMLUtils

impl Sync for QMLUtils

impl Unpin for QMLUtils

impl UnwindSafe for QMLUtils

Blanket Implementations§

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

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Gets the TypeId of self. Read more

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

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Immutably borrows from an owned value. Read more

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

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Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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const ALIGN: usize

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type Init = T

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

Initializes a with the given initializer. Read more

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

impl<T> Same for T

type Output = T

Should always be Self

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

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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