scirs2-datasets 0.4.1

Datasets module for SciRS2 (scirs2-datasets)
Documentation 
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//! # NeuralAdaptiveSystem - Trait Implementations
//!
//! This module contains trait implementations for `NeuralAdaptiveSystem`.
//!
//! ## Implemented Traits
//!
//! - `Default`
//!
//! 🤖 Generated with [SplitRS](https://github.com/cool-japan/splitrs)

use scirs2_core::parallel_ops::*;
use scirs2_core::random::prelude::*;
use std::collections::{HashMap, VecDeque};

use super::types::{
    AdaptationParameters, AdaptiveNeuralNetwork, NeuralAdaptiveSystem, PerformancePredictionModel,
};

impl Default for NeuralAdaptiveSystem {
    fn default() -> Self {
        Self {
            neural_network: AdaptiveNeuralNetwork::new(),
            learning_history: VecDeque::with_capacity(10000),
            adaptation_params: AdaptationParameters {
                learning_rate: 0.001,
                momentum: 0.9,
                regularization: 0.001,
                adaptation_threshold: 0.05,
                max_network_size: 1000,
            },
            prediction_model: PerformancePredictionModel::new(),
        }
    }
}