Struct AdaptiveAugmentation 

pub struct AdaptiveAugmentation<T> { /* private fields */ }

Adaptive augmentation that adjusts based on model performance

Implementations

impl<T: Clone + Send + Sync + 'static> AdaptiveAugmentation<T>

pub fn new(target_performance: f32) -> Self

Create adaptive augmentation system

pub fn add_pipeline<P: Transform<T, Output = T> + Send + Sync + 'static>( self, pipeline: P, intensity: f32, ) -> Self

Add augmentation pipeline with intensity level

pub fn with_adaptation_params( self, adaptation_rate: f32, min_intensity: f32, max_intensity: f32, ) -> Self

Set adaptation parameters

pub fn update_performance(&mut self, performance: f32)

Update with current model performance (e.g., validation accuracy)

pub fn apply(&self, input: T) -> Result<T>

Apply adaptive augmentation

pub fn current_intensity(&self) -> f32

Get current intensity level

pub fn recent_performance(&self) -> Option<f32>

Get recent performance average