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advanced_continual_learning_hdc

numrs2::ndimage::hyperdimensional_computing::reasoning

Function advanced_continual_learning_hdc 

Source 
pub fn advanced_continual_learning_hdc<T>(
    training_images: &[ArrayBase<ViewRepr<&T>, Dim<[usize; 2]>>],
    training_labels: &[String],
    memory_system: &mut ContinualLearningMemory,
    config: &HDCConfig,
) -> Result<ContinualLearningResult, NdimageError>
where
    T: Float + FromPrimitive + Copy + Send + Sync,
Expand description

Advanced Mode: Continual Learning HDC System

Advanced continual learning system that:

  • Learns new concepts without catastrophic forgetting
  • Maintains memory consolidation through replay
  • Implements interference-resistant encoding
  • Provides meta-learning capabilities