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InterpretabilityReport

kizzasi_model::interpretability

Struct InterpretabilityReport 

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pub struct InterpretabilityReport {
    pub num_steps: usize,
    pub layer_stats: Vec<(String, ActivationStats)>,
    pub state_trajectory: StateTrajectory,
    pub top_sensitive_features: Vec<(usize, f32)>,
    pub overall_sparsity: f32,
}
Expand description

High-level interpretability summary collected from a single model run.

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§num_steps: usize

Total number of steps included in this report

§layer_stats: Vec<(String, ActivationStats)>

Per-layer activation statistics: (layer_name, stats)

§state_trajectory: StateTrajectory

State trajectory of the primary hidden state

§top_sensitive_features: Vec<(usize, f32)>

Feature sensitivity ranking (feature_index, avg_sensitivity)

§overall_sparsity: f32

Overall fraction of near-zero activations across all layers

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impl InterpretabilityReport

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pub fn new() -> Self

Create an empty report.

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pub fn summary(&self) -> String

Generate a human-readable summary string.

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impl Default for InterpretabilityReport

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fn default() -> Self

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