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normalize_digraph

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

normalize_digraph appears in the code Syntology harvested for 13 papers, as 2 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 13 of the papers; 2 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_digraph 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 2 of the 2 distinct code bodies named normalize_digraph; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
1ran
0unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 5 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; 2 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
Modular Retrieval-Augmented Generalization for Human Action Recognition added by Syntology 2026-05 (from id) liavonpenn/mora/MoRA/baselines/model/unimts_model.py 8158f4435afa26b7 ran · violated contract fingerprinted MIT (permissive)
Uni-Sign: Toward Unified Sign Language Understanding at Scale 25 Jan 2025 zechengli19/uni-sign/models.py 8158f4435afa26b7 ran · violated contract fingerprinted no licence file found · pointer only
UniMTS: Unified Pre-training for Motion Time Series 18 Oct 2024 xiyuanzh/unimts/model.py 8158f4435afa26b7 ran · violated contract fingerprinted no licence file found · pointer only
Taylor Videos for Action Recognition 5 Feb 2024 LeiWangR/video-ar/backbone/net/utils/graph.py 8158f4435afa26b7 ran · violated contract fingerprinted no licence file found · pointer only
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network 25 Oct 2023 taatiteam/motionagformer/model/modules/ctrgc.py abe9afd483b702d8 ran fingerprinted Apache-2.0 (permissive)
What's Left? Concept Grounding with Logic-Enhanced Foundation Models 24 Oct 2023 joyhsu0504/left/left/nn/agcn/agcn_graph.py abe9afd483b702d8 ran fingerprinted no licence file found · pointer only
HA-ViD: A Human Assembly Video Dataset for Comprehensive Assembly Knowledge Understanding 9 Jul 2023 iai-hrc/ha-vid/ActionRecognition/mmskeleton/graph.py 8158f4435afa26b7 ran · violated contract fingerprinted no licence file found · pointer only
Self-supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences 17 Feb 2023 YujieOuO/PSTL/module/gcn/utils/graph.py 8158f4435afa26b7 ran · violated contract fingerprinted MIT (permissive)
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition 23 Aug 2022 Jho-Yonsei/HD-GCN/graph/tools.py abe9afd483b702d8 ran fingerprinted MIT (permissive)
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction 17 Mar 2020 limaosen0/DMGNN/cmu-long/net/utils/graph.py 8158f4435afa26b7 ran · violated contract fingerprinted MIT (permissive)
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition 26 Apr 2019 limaosen0/AS-GCN/net/utils/graph.py 8158f4435afa26b7 ran · violated contract fingerprinted BSD-2-Clause (permissive)
arXiv:Zhu_Modeling_the_Relative_Visual_Tempo_for_Self-supervised_Skeleton-based_Action_Recognition_ICCV_2023_paper Zhuysheng/RVTCLR/net/utils/graph.py 8158f4435afa26b7 ran · violated contract fingerprinted MIT (permissive)
arXiv:03697 jerry-wjh/UbH-GCN/graph/tools.py abe9afd483b702d8 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