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Norm

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

Norm appears in the code Syntology harvested for 13 papers, as 13 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 5 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 Norm 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 13 distinct code bodies named Norm; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
10ran
3unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 13 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

13 papers shown of 13, newest first; 13 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 1 papers added by Syntology; 1 papers have no page here and are shown by arXiv id only. 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
Reparameterization Proximal Policy Optimization added by Syntology 2025-08 (from id) etaoxing/mineral/mineral/nets/mlp.py 28f2a00675369999 unverified MIT (permissive)
Zero-Shot Whole-Body Humanoid Control via Behavioral Foundation Models 15 Apr 2025 facebookresearch/metamotivo/metamotivo/fb/model.py cc09fe08b93015a6 ran fingerprinted licence not identified · pointer only
arXiv:2503.04151 2025-03 (from id) SubmissionsIn/RML/RML+NRCH/RML_network.py a87c34abb9f3bffe ran · metamorphic tier: invariant MIT (permissive)
Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention 8 Jul 2024 grass-gnn/grass/grass/gnn.py dc679bb58f026c39 unverified licence not identified · pointer only
Moderately Distributional Exploration for Domain Generalization 27 Apr 2023 rxsw/mode/utils/MODE.py a771d0b68c0db3cd ran fingerprinted no licence file found · pointer only
Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers 13 Mar 2023 justsmart/LMVCAT/model.py 98ce7e15064e79c0 ran · metamorphic tier: deterministic no licence file found · pointer only
Segmenting Moving Objects via an Object-Centric Layered Representation 5 Jul 2022 Jyxarthur/OCLR_model/models/oclr.py 55e3d071afe4d46b ran MIT (permissive)
Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences 8 Mar 2022 PruneTruong/DenseMatching/training/losses/probabilistic_warp_consistency_losses.py 5a05b45173a6074c ran LGPL-2.1 (copyleft) · pointer only
GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training 7 Sep 2020 lsj2408/GraphNorm/GraphNorm_ws/gnn_ws/gnn_example/model/Norm/norm.py b733c5c8edfb291f ran MIT (permissive)
A Style-Based Generator Architecture for Generative Adversarial Networks 12 Dec 2018 pierrickch/textureautoencoder/code/models.py c3bef6513922d06a ran fingerprinted no licence file found · pointer only
Attention Is All You Need 12 Jun 2017 semicontinuity/nlp/lopuhin_transformer_lm/lm/model.py a1e01890f6449f83 ran fingerprinted no licence file found · pointer only
Get To The Point: Summarization with Pointer-Generator Networks 14 Apr 2017 NirmalenduPrakash/DocumentSummarizer/summarizer_transformer.py c614959d211eacfc unverified no licence file found · pointer only
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization 20 Mar 2017 dongkwani/upcsc/trainers/adain/adain.py 70413403e7bd4032 ran fingerprinted MIT (permissive)

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