Skip to main content Crate gam_sae Copy item path Source pub use gam_gpu as gpu;amortized_encoder #2 (reviewer condition) — the DISTILLED / AMORTIZED encoder. assignment Assignment gates and sparsity-prior helpers for the SAE manifold term.
Mechanically split from sae_manifold.rs. assignment_state Unified support-sparse assignment state for the SAE fit-path unification
(design: gam#2232, Increment 1). atom_codes Per-point sparse atom codes for multi-manifold reconstruction. atom_schema Strict SAE token schema: the vocabulary for basis kinds, topology labels,
assignment families, and flat-block gating modes, plus the
strict harmonic metadata validation and the structural chart periods. attention_kernel Harmonic fits for making attention heads legible on chart coordinates. basis candidate_index Sublinear candidate-atom index for active-set proposal (#985 part 1). certificate_impls Certificatechart_canonicalization ═══════════════════════════════════════════════════════════════════════════
Structure-theory grounding (memo Part VI, “binding = transport”, Prop H): chart_coordinate_solve Exact continuous projection helpers for rank-1 periodic SAE charts. chart_transfer Pulled-back chart-to-chart transfer operators for frozen model components. circular_concordance Cross-replicate circle-coordinate stability modulo the exact O(2) gauge. coactivation_conditionality Partition-free coactivation conditionality for structure search. corpus Streaming / out-of-core corpus driver for the SAE term (#973). criterion_atoms Criterion-as-atoms for the custom SAE penalized quasi-Laplace objective. description_length Description-length (REML-as-MDL) reporting surface (#2085). dictionary_artifact Canonical dictionary artifacts (#2018). dual_certificate Global-optimality dual certificate for the sparse-dictionary lanes,
read through the BLASSO / super-resolution lens. effect_weight Fisher-effect-weighted atom retention and fit-quality reporting. encode Kantorovich-certified encode atlas (issue #1010). eq4_description_length Uniform fixed-distortion (Eq. 4) description-length scoring of a featurizer. frames front_door SAE front-door lane admission — ONE engine, admitted by memory layout and
model request (design gam#2232, increments 1–6). gpu_kernels hybrid_split #1026 — load-bearing curved-vs-linear hybrid split for the fitted SAE
dictionary. identifiability SAE identifiability primitives and partial-supervision gauge fixing. inference SAE-level inference instruments that descended into gam-sae during the
#1521 crate carve (top of the DAG). k_selection Automatic dictionary-size (K) selection from the EV-vs-K frontier (#1026). manifold SAE-manifold term configuration. migration_ledger The one unified SAE migration ledger (sae-unification Increment 3). nuisance_atlas Nuisance-atlas pre-pass: regress the known nuisance manifolds out of an
activation matrix before any dictionary / coordinate charting runs, so the
atoms a chart later discovers are semantic rather than positional or
frequency echoes. null_battery Standing null battery and spike-in calibration for topology/nerve claims. null_sampler Fixed-margin (curveball) null for the binary support matrix that the
structure-move triggers read. routability Routability / interference-floor diagnostic — the routing-side account of SAE
“dark matter”. row_jet_program The SAE reconstruction row as a single Taylor-jet program (issue #932). saebench_metrics SAEBench-facing and manifold-native evaluation metrics. sparse_dict Fixed-K sparse, minibatched SAE trainer (#1026, “collapsed linear lane”). spectrometer Dimension spectrometer — inverting SAE scaling laws into an intrinsic-dimension
measurement. structure_harvest #997 — the wiring seam between a fitted SaeManifoldTermgam_solve::structure_search super_resolution Multi-spike super-resolution on a single harmonic-circle atom — the
closed-form solution to the binding problem . tiered #2023 tiered SAE spine. trust_scores Per-row / per-atom trust scoring for the SAE-manifold research facade.