Skip to main content

HasReadout

irithyll

Trait HasReadout 

Source 
pub trait HasReadout: StreamingLearner {
    // Required method
    fn readout_weights(&self) -> &[f64];
}
Expand description

Models that expose a linear readout weight vector.

Implemented by models with an RLS readout layer: neural models (ESN, Mamba, KAN, TTT, sLSTM, HGRN2, mGRADE, attention variants), kernel models (KRLS), and linear models (RLS). Used by ProjectedLearner for supervised projection updates.

§Object Safety

This trait is object-safe. Box<dyn HasReadout> is a legal type.

Required Methods§

Source

fn readout_weights(&self) -> &[f64]

The linear readout weight vector.

For RLS-family models this is the full coefficient vector including the bias term if one is used. Length matches the model’s internal feature dimensionality.

Implementors§