From 412c95112692edfda95a0180b733d1ffd75310cb Mon Sep 17 00:00:00 2001 From: allaunthefox Date: Wed, 1 Jul 2026 20:10:00 +0000 Subject: [PATCH] docs(spectral_profile): mark as disconnected from Lean pipeline MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The byte-level co-occurrence spectral profile is not used by the formal PIST classification system (which uses 8×8 braid adjacency matrices). Added warning to docstring to prevent confusion. --- python/spectral_profile.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/python/spectral_profile.py b/python/spectral_profile.py index d84b1aec..30bbec77 100644 --- a/python/spectral_profile.py +++ b/python/spectral_profile.py @@ -2,12 +2,12 @@ """ spectral_profile.py — 8D Spectral Profile from Byte-Level Co-occurrence Statistics -Computes an 8-dimensional spectral profile from the raw byte structure of an -equation string. Uses ONLY byte-level co-occurrence statistics — no semantic -parsing, no tokenization, no NLP. +⚠️ DISCONNECTED FROM LEAN PIPELINE — This module computes a byte-level +spectral profile that is NOT used by the formal SilverSight system. +The Lean PIST pipeline uses 8×8 braid adjacency matrices from +rrc_pist_predictions_250_v1.json, not byte co-occurrence profiles. -The 8 dimensions are derived from the byte co-occurrence matrix C where -C[i,j] = count of byte i followed by byte j (with wrap-around). +Retained for experimental/Python-side use only. """ import math