28 lines
1.0 KiB
Rust
28 lines
1.0 KiB
Rust
//! Coherence measurement proxies for comparing attention mechanisms.
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//!
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//! This crate provides metrics, comparison utilities, quality guardrails,
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//! and batched evaluation tools for measuring how different attention
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//! mechanisms (e.g., baseline vs. gated) affect output coherence.
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pub mod batch;
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pub mod comparison;
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pub mod metrics;
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pub mod quality;
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#[cfg(feature = "spectral")]
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pub mod spectral;
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pub use batch::{evaluate_batch, BatchResult};
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pub use comparison::{
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compare_attention_masks, edge_flip_count, jaccard_similarity, ComparisonResult,
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};
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pub use metrics::{contradiction_rate, delta_behavior, entailment_consistency, DeltaMetric};
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pub use quality::{cosine_similarity, l2_distance, quality_check, QualityResult};
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#[cfg(feature = "spectral")]
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pub use spectral::{
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compute_degree_regularity, estimate_effective_resistance_sampled, estimate_fiedler,
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estimate_largest_eigenvalue, estimate_spectral_gap, CsrMatrixView, HealthAlert,
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HnswHealthMonitor, SpectralCoherenceScore, SpectralConfig, SpectralTracker,
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};
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