quantrs2-ml 0.1.3

Quantum Machine Learning module for QuantRS2
Documentation 
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//! # QuantumNeRFConfig - Trait Implementations
//!
//! This module contains trait implementations for `QuantumNeRFConfig`.
//!
//! ## 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::QuantumNeRFConfig;

impl Default for QuantumNeRFConfig {
    fn default() -> Self {
        Self {
            scene_bounds: SceneBounds {
                min_bound: Array1::from_vec(vec![-1.0, -1.0, -1.0]),
                max_bound: Array1::from_vec(vec![1.0, 1.0, 1.0]),
                voxel_resolution: Array1::from_vec(vec![4, 4, 4]),
            },
            num_qubits: 8,
            quantum_encoding_levels: 10,
            max_ray_samples: 128,
            quantum_sampling_strategy: QuantumSamplingStrategy::QuantumHierarchical {
                coarse_samples: 64,
                fine_samples: 128,
                quantum_importance_threshold: 0.01,
            },
            quantum_enhancement_level: 0.5,
            use_quantum_positional_encoding: true,
            quantum_attention_config: QuantumAttentionConfig {
                use_spatial_attention: true,
                use_view_attention: true,
                use_scale_attention: true,
                num_attention_heads: 4,
                attention_type: QuantumAttentionType::QuantumMultiHeadAttention,
                entanglement_in_attention: true,
                quantum_query_key_value: true,
            },
            volumetric_rendering_config: VolumetricRenderingConfig {
                use_quantum_alpha_compositing: true,
                quantum_density_activation: QuantumActivationType::QuantumSoftplus,
                quantum_color_space: QuantumColorSpace::RGB,
                quantum_illumination_model: QuantumIlluminationModel::QuantumPhotonMapping,
                quantum_material_properties: true,
                quantum_light_transport: true,
            },
            quantum_multiscale_features: true,
            entanglement_based_interpolation: true,
            quantum_view_synthesis: true,
            decoherence_mitigation: DecoherenceMitigationConfig {
                enable_error_correction: true,
                coherence_preservation_weight: 0.1,
                decoherence_compensation_factor: 1.1,
                quantum_error_rate_threshold: 0.01,
            },
        }
    }
}