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geglu

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

geglu appears in the code Syntology harvested for 13 papers, as 6 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 13 of the papers; 3 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 geglu 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 4 of the 6 distinct code bodies named geglu; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
0ran · fixture could not drive it
1ran
2unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 15 places is 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; 15 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. 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
Cascaded Flow Matching for Heterogeneous Tabular Data with Mixed-Type Features added by Syntology 2026-01 (from id) yandex-research/tab-ddpm/tab_ddpm/modules.py 49f8fe0655f00ee5 ran · our draft was wrong fingerprinted MIT (permissive)
TabRep: a Simple and Effective Continuous Representation for Training Tabular Diffusion Models 7 Apr 2025 jacobyhsi/TabRep/tabrep_ddpm/models/modules.py 49f8fe0655f00ee5 ran · our draft was wrong fingerprinted MIT (permissive)
TabRep: a Simple and Effective Continuous Representation for Training Tabular Diffusion Models 7 Apr 2025 jacobyhsi/TabRep/tabrep_flow/models/modules.py 3971992cf9c5dcfc unverified MIT (permissive)
Unleashing the Potential of Diffusion Models for Incomplete Data Imputation 31 May 2024 hengruizhang98/DiffPuter/model.py 49f8fe0655f00ee5 ran · our draft was wrong fingerprinted MIT (permissive)
SERVAL: Synergy Learning between Vertical Models and LLMs towards Oracle-Level Zero-shot Medical Prediction 3 Mar 2024 jyansir/sersal/models/t2g.py d7bace13fb369137 ran · our draft was wrong fingerprinted MIT (permissive)
Systematic Assessment of Tabular Data Synthesis Algorithms 9 Feb 2024 zealscott/synmeter/synthesizer/ddpm/modules.py 49f8fe0655f00ee5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers 7 Feb 2024 shamim-hussain/tgt/lib/tgt/layers/activations.py 46e9996c80897eae ran MIT (permissive)
Data Augmentation for Supervised Graph Outlier Detection via Latent Diffusion Models 29 Dec 2023 kayzliu/godm/godm/diffusion.py 49f8fe0655f00ee5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data 28 Sep 2023 mazizmalayeri/tabmedood/models/predictive_models.py 647ed25965ec25b1 ran · our draft was wrong fingerprinted MIT (permissive)
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction 30 Nov 2022 jyansir/t2g-former/lib/deep.py d7bace13fb369137 ran · our draft was wrong fingerprinted MIT (permissive)
TabDDPM: Modelling Tabular Data with Diffusion Models 30 Sep 2022 rotot0/tab-ddpm/tab_ddpm/modules.py 49f8fe0655f00ee5 ran · our draft was wrong fingerprinted MIT (permissive)
Revisiting Pretraining Objectives for Tabular Deep Learning 7 Jul 2022 kalelpark/DeepLearning-for-Tabular-Data/model/fttransformer.py d7bace13fb369137 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Revisiting Pretraining Objectives for Tabular Deep Learning 7 Jul 2022 kalelpark/DeepLearning-for-Tabular-Data/model/common.py 267506bc9a077f62 unverified Apache-2.0 (permissive)
Revisiting Deep Learning Models for Tabular Data 22 Jun 2021 Yura52/tabular-dl-revisiting-models/lib/deep.py d7bace13fb369137 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models 17 Feb 2021 fangzy96/tabcutmix/tabsyn/model.py 49f8fe0655f00ee5 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