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advanced_online_learning_hdc

numrs2::ndimage::hyperdimensional_computing::reasoning

Function advanced_online_learning_hdc 

Source 
pub fn advanced_online_learning_hdc<T>(
    stream_image: ArrayBase<ViewRepr<&T>, Dim<[usize; 2]>>,
    true_label: Option<&str>,
    learning_system: &mut OnlineLearningSystem,
    config: &HDCConfig,
) -> Result<OnlineLearningResult, NdimageError>
where
    T: Float + FromPrimitive + Copy + Send + Sync,
Expand description

Advanced Mode: Advanced Online Learning HDC

Implements sophisticated online learning with:

  • Real-time adaptation to new patterns
  • Forgetting mechanisms for outdated information
  • Adaptive threshold adjustment
  • Performance monitoring and optimization