quantrs2_sim::quantum_reservoir_computing_enhanced

Struct QuantumReservoirConfig

pub struct QuantumReservoirConfig {Show 19 fields
    pub num_qubits: usize,
    pub architecture: QuantumReservoirArchitecture,
    pub dynamics: ReservoirDynamics,
    pub input_encoding: InputEncoding,
    pub output_measurement: OutputMeasurement,
    pub learning_config: AdvancedLearningConfig,
    pub time_series_config: TimeSeriesConfig,
    pub memory_config: MemoryAnalysisConfig,
    pub time_step: f64,
    pub evolution_steps: usize,
    pub coupling_strength: f64,
    pub noise_level: f64,
    pub memory_capacity: usize,
    pub adaptive_learning: bool,
    pub learning_rate: f64,
    pub washout_period: usize,
    pub random_seed: Option<u64>,
    pub enable_qec: bool,
    pub precision: f64,
}

Expand description

Enhanced quantum reservoir computing configuration

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§num_qubits: usize

Number of qubits in the reservoir

§architecture: QuantumReservoirArchitecture

Reservoir architecture type

§dynamics: ReservoirDynamics

Dynamics evolution type

§input_encoding: InputEncoding

Input encoding method

§output_measurement: OutputMeasurement

Output measurement strategy

§learning_config: AdvancedLearningConfig

Advanced learning algorithm configuration

§time_series_config: TimeSeriesConfig

Time series modeling configuration

§memory_config: MemoryAnalysisConfig

Memory analysis configuration

§time_step: f64

Time step for evolution

§evolution_steps: usize

Number of evolution steps per input

§coupling_strength: f64

Reservoir coupling strength

§noise_level: f64

Noise level (for NISQ dynamics)

§memory_capacity: usize

Memory capacity (time steps to remember)

§adaptive_learning: bool

Enable real-time adaptation

§learning_rate: f64

Learning rate for adaptation

§washout_period: usize

Washout period (initial time steps to ignore)

§random_seed: Option<u64>

Random seed for reproducibility

§enable_qec: bool

Enable quantum error correction

§precision: f64

Precision for calculations

Trait Implementations§

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impl Clone for QuantumReservoirConfig

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fn clone(&self) -> QuantumReservoirConfig

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 QuantumReservoirConfig

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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 QuantumReservoirConfig

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fn default() -> Self

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

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impl<'de> Deserialize<'de> for QuantumReservoirConfig

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fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

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impl Serialize for QuantumReservoirConfig

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fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

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impl UnwindSafe for QuantumReservoirConfig

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 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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