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_normalize

Syntologyentry name in harvested coderead from the graph 2026-09-24

_normalize appears in the code Syntology harvested for 10 papers, as 10 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 7 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named _normalize do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 10 of the 10 distinct code bodies named _normalize; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
2ran · violated contract
8ran · our draft was wrong
0ran · fixture could not drive it
0ran
0unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 10 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

10 papers shown of 10, newest first; 10 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 5 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
AutoGrable: What Is a Good Graph for a Table? added by Syntology 2026-08 (from id) TamaraCucumides/autoGrable/src/autograble/evaluate_graph.py 04d93d0345e964ce ran · our draft was wrong licence not identified · pointer only
KGCaRe: Explainable Complex Conditional Question Answering using Automatic Knowledge Graph Construction and Context Retrieval with LLMs added by Syntology 2026-08 (from id) GhanshyamVerma/KGCaRe/KGCaRe/kgcare/retriever.py c9ffc15ec5f6e72d ran · violated contract fingerprinted no licence file found · pointer only
Fairness Pruning: Locating Demographic Bias in GLU-MLP Layers via Differential Activations added by Syntology 2026-07 (from id) peremartra/optipfair/optipfair/bias/activations.py d02a253de08b7cf9 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
KohakuRAG: A simple RAG framework with hierarchical document indexing added by Syntology 2026-03 (from id) KohakuBlueleaf/KohakuRAG/src/kohakurag/indexer.py 01bc94c373659103 ran · violated contract fingerprinted no licence file found · pointer only
CausalTAD: Injecting Causal Knowledge into LLMs for Tabular Anomaly Detection CAUSALTAD: INJECTING CAUSAL KNOWLEDGE INTO LARGE LANGUAGE MODELS FOR TABULAR ANOMALY DETECTION added by Syntology 2026-02 (from id) 350234/CausalTAD/use_graph/based_on_DL/get_weights_with_f_g.py a2131c52a50f7446 ran · our draft was wrong no licence file found · pointer only
Learning to engineer protein flexibility 24 Dec 2024 KoubaPetr/Flexpert/Flexpert-Design/src/models/pifold_model.py 5e780a2c65bd8fa2 ran · our draft was wrong fingerprinted MIT (permissive)
RecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User Interface 23 Feb 2024 McAuley-Lab/RecWizard/src/recwizard/modules/kbrd/transformer_encoder_decoder.py f8fccda9380c4446 ran · our draft was wrong no licence file found · pointer only
SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer 30 Jan 2023 sony/san/stylesan-xl/pg_modules/san_modules.py 948aee5c76808012 ran · our draft was wrong fingerprinted no licence file found · pointer only
Barlow Twins: Self-Supervised Learning via Redundancy Reduction 4 Mar 2021 lightly-ai/lightly/lightly/loss/barlow_twins_loss.py 693d992853ac438d ran · our draft was wrong fingerprinted MIT (permissive)
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering 1 Jan 2021 morningmoni/GAR/rider/rider.py 0b6a434f87786b0a ran · our draft was wrong fingerprinted no licence file found · pointer only

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections