MetaLearningMethod

quantrs2_ml::quantum_implicit_neural_representations

Enum MetaLearningMethod 

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pub enum MetaLearningMethod {
    QuantumMAML {
        first_order: bool,
        quantum_gradient_estimation: bool,
    },
    QuantumReptile {
        reptile_step_size: f64,
        quantum_interpolation: bool,
    },
    QuantumHyperNetwork {
        hypernetwork_architecture: HyperNetworkArchitecture,
        context_encoding: ContextEncoding,
    },
    QuantumGradientBased {
        gradient_steps: usize,
        learned_loss: bool,
    },
    QuantumMemoryAugmented {
        memory_size: usize,
        memory_update_rule: MemoryUpdateRule,
    },
}

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QuantumMAML

Model-Agnostic Meta-Learning with quantum enhancement

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§first_order: bool
§quantum_gradient_estimation: bool
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QuantumReptile

Quantum Reptile algorithm

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§reptile_step_size: f64
§quantum_interpolation: bool
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QuantumHyperNetwork

Quantum hypernetwork-based meta-learning

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§hypernetwork_architecture: HyperNetworkArchitecture
§context_encoding: ContextEncoding
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QuantumGradientBased

Quantum gradient-based meta-learning

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§gradient_steps: usize
§learned_loss: bool
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QuantumMemoryAugmented

Quantum memory-augmented meta-learning

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§memory_size: usize
§memory_update_rule: MemoryUpdateRule

Trait Implementations§

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impl Clone for MetaLearningMethod

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fn clone(&self) -> MetaLearningMethod

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for MetaLearningMethod

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

Formats the value using the given formatter. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

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