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GLU

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

GLU appears in the code Syntology harvested for 12 papers, as 14 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 11 of the papers; 11 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 GLU 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 13 of the 14 distinct code bodies named GLU; 1 is 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
13ran
1unverified
11fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 14 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

12 papers shown of 12, newest first; 14 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 3 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
Hierarchical Spatio-Temporal Transformer for Coherent Emergency Department Forecasting added by Syntology 2026-07 (from id) FilipaLino/HierSTT/common/hierarchical_model.py 38e93d651e929d27 ran fingerprinted Apache-2.0 (permissive)
TIDES: Implicit Time-Awareness in Selective State Space Models added by Syntology 2026-05 (from id) TaylanSoydan/TIDES/tides/tides.py bc872c49688e5003 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction added by Syntology 2026-04 (from id) duanwenchang/MAVEN-T/Teacher/teacher_model.py d3e4890c66ff6867 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Towards Learning High-Precision Least Squares Algorithms with Sequence Models 15 Mar 2025 HazyResearch/precision-ls/src/models/gpt2.py 9e9cb8d5e05b5a61 ran MIT (permissive)
Oscillatory State-Space Models 4 Oct 2024 tk-rusch/linoss/models/LinOSS.py eb21c6dcd5f470d8 unverified MIT (permissive)
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition 2 Jun 2022 upskyy/Squeezeformer/squeezeformer/model.py 46a7b3e64f094c31 ran Apache-2.0 (permissive)
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition 2 Jun 2022 kssteven418/squeezeformer/src/models/conformer_encoder.py 35285e7d41e8ab62 ran fingerprinted Apache-2.0 (permissive)
Projected GANs Converge Faster 1 Nov 2021 dome272/ProjectedGAN-pytorch/projected_gan.py daa6b7ac4d6d0dfe ran · metamorphic tier: invariant fingerprinted MIT (permissive)
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers 26 Oct 2021 hazyresearch/state-spaces/src/models/sequence/modules/lssl.py 593ca2707277f71e ran · metamorphic tier: invariant fingerprinted Apache-2.0 (permissive)
Improving Zero-shot Voice Style Transfer via Disentangled Representation Learning 17 Mar 2021 jackaduma/CycleGAN-VC2/model_tf.py cae1876ac552d841 ran fingerprinted MIT (permissive)
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting 13 Mar 2021 abdulmajid-murad/deep_probabilistic_forecast/probabilistic_forecast/utils/gnn_utils.py b2565ba72dc20edd ran fingerprinted MIT (permissive)
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting 13 Mar 2021 WenjieDu/PyPOTS/pypots/nn/modules/stemgnn/backbone.py 95172885d816bacd ran · metamorphic tier: invariant fingerprinted BSD-3-Clause (permissive)
Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation 23 Oct 2020 mrlibw/Lightweight-Manipulation/code/model.py 13397a8c9e722b98 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks 19 Nov 2015 pioneerAlpha/BanglaText2ImageGeneration/code/model.py 92ca15416853f3da 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