quantrs2-ml 0.1.3

Quantum Machine Learning module for QuantRS2
Documentation 
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//! # QuantumMixtureOfExpertsConfig - Trait Implementations
//!
//! This module contains trait implementations for `QuantumMixtureOfExpertsConfig`.
//!
//! ## Implemented Traits
//!
//! - `Default`
//!
//! 🤖 Generated with [SplitRS](https://github.com/cool-japan/splitrs)

use super::*;
use crate::error::{MLError, Result};
use scirs2_core::ndarray::*;
use scirs2_core::random::prelude::*;
use scirs2_core::{Complex32, Complex64};
use std::f64::consts::PI;

use super::types::QuantumMixtureOfExpertsConfig;

impl Default for QuantumMixtureOfExpertsConfig {
    fn default() -> Self {
        Self {
            input_dim: 64,
            output_dim: 32,
            num_experts: 8,
            num_qubits: 6,
            expert_capacity: 100,
            routing_strategy: QuantumRoutingStrategy::QuantumSuperposition {
                superposition_strength: 0.8,
                interference_pattern: InterferencePattern::Constructive,
            },
            expert_architecture: ExpertArchitecture::FeedForward {
                hidden_layers: vec![128, 64],
                activation: ActivationFunction::ReLU,
            },
            gating_mechanism: QuantumGatingMechanism::SuperpositionGating {
                coherence_preservation: 0.9,
            },
            load_balancing: LoadBalancingStrategy::Uniform,
            sparsity_config: SparsityConfig {
                target_sparsity: 0.7,
                sparsity_method: SparsityMethod::TopK { k: 3 },
                sparsity_schedule: SparsitySchedule::Constant,
                quantum_sparsity_enhancement: 0.1,
            },
            entanglement_config: EntanglementConfig {
                enable_expert_entanglement: true,
                entanglement_strength: 0.5,
                entanglement_decay: 0.01,
                entanglement_restoration: 0.1,
                max_entanglement_range: 4,
                entanglement_pattern: EntanglementPattern::Circular,
            },
            quantum_enhancement_level: 0.6,
            enable_hierarchical_experts: false,
            enable_dynamic_experts: true,
            enable_quantum_communication: true,
        }
    }
}