Struct HybridNeuralNetwork

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pub struct HybridNeuralNetwork { /* private fields */ }

Expand description

Hybrid quantum-classical neural network

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impl HybridNeuralNetwork

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pub fn new(config: HybridLearningConfig) -> QuantRS2Result<Self>

Create a new hybrid neural network

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pub fn forward(&mut self, input: &Array1<f64>) -> QuantRS2Result<Array1<f64>>

Forward pass through the hybrid network

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pub fn train(&mut self, training_data: &TrainingData) -> QuantRS2Result<()>

Training loop for the hybrid network

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pub fn evaluate( &mut self, inputs: &Array2<f64>, targets: &Array2<f64>, ) -> QuantRS2Result<(f64, f64)>

Evaluate the model on test data

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pub fn get_training_history(&self) -> &TrainingHistory

Get training history

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pub fn get_quantum_advantage(&self) -> Option<f64>

Get quantum advantage analysis

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impl Debug for HybridNeuralNetwork

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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 UnwindSafe for HybridNeuralNetwork

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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 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> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

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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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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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