quantrs2_ml::dimensionality_reduction::config

Struct QAutoencoderConfig

pub struct QAutoencoderConfig {Show 13 fields
    pub encoder_layers: Vec<usize>,
    pub decoder_layers: Vec<usize>,
    pub latent_dim: usize,
    pub architecture: AutoencoderArchitecture,
    pub learning_rate: f64,
    pub epochs: usize,
    pub batch_size: usize,
    pub quantum_enhancement: QuantumEnhancementLevel,
    pub num_qubits: usize,
    pub beta: f64,
    pub noise_level: f64,
    pub sparsity_parameter: f64,
    pub random_state: Option<u64>,
}

Expand description

Configuration for Quantum Autoencoder

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§encoder_layers: Vec<usize>

Encoder layer dimensions

§decoder_layers: Vec<usize>

Decoder layer dimensions

§latent_dim: usize

Latent dimension

§architecture: AutoencoderArchitecture

Autoencoder architecture

§learning_rate: f64

Learning rate

§epochs: usize

Training epochs

§batch_size: usize

Batch size

§quantum_enhancement: QuantumEnhancementLevel

Quantum enhancement level

§num_qubits: usize

Number of qubits for quantum computation

§beta: f64

Beta parameter for Beta-VAE

§noise_level: f64

Noise level for denoising autoencoder

§sparsity_parameter: f64

Sparsity parameter for sparse autoencoder

§random_state: Option<u64>

Random state for reproducibility

Trait Implementations§

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impl Clone for QAutoencoderConfig

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fn clone(&self) -> QAutoencoderConfig

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 QAutoencoderConfig

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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 Default for QAutoencoderConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for QAutoencoderConfig

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> DynClone for T
where T: Clone,

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fn __clone_box(&self, _: Private) -> *mut ()

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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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