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FullAttention

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

FullAttention appears in the code Syntology harvested for 10 papers, as 12 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 9 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 FullAttention 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 11 of the 12 distinct code bodies named FullAttention; 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
11ran
1unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 12 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; 12 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 4 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
MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding added by Syntology 2026-05 (from id) anon-eeg/eeg_image_decoding/eeg_encoders.py 095dc438a1d36fdd ran · metamorphic tier: deterministic no licence file found · pointer only
PULSE: Generative Phase Evolution for Non-Stationary Time Series Forecasting added by Syntology 2026-05 (from id) Gemost/PULSE/models/PULSE.py 144accee1fab81ad ran · metamorphic tier: deterministic no licence file found · pointer only
FRWKV+: Periodic-Aware Adaptive Gating for Frequency-Space Linear Time Series Forecasting added by Syntology 2026-05 (from id) yangqingyuan-byte/FRWKV-plus/src/adaptive_phasegate_kbs/FRWKV/model/FRWKV_CrossBranchPhaseGateAdaptive.py 20a18cb6d560a9f6 ran · metamorphic tier: deterministic fingerprinted licence not identified · pointer only
XLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs added by Syntology 2026-01 (from id) thuml/Time-Series-Library/models/TimeXer.py 322f02572bafb2ab unverified MIT (permissive)
General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data 5 Feb 2025 MMTS4All/GTM/models/GTM.py 0d20d1932c9bebf4 ran MIT (permissive)
Generative Modeling and Data Augmentation for Power System Production Simulation 10 Dec 2024 Becklishious/NeurIPS2024/TS-Diffusion/Models/interpretable_diffusion/gaussian_diffusion.py ffd74a96f021eabd ran · metamorphic tier: deterministic no licence file found · pointer only
Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis 7 Nov 2024 WuQiangXDU/Peri-midFormer/model/PerimidFormer.py a90351833106365d ran no licence file found · pointer only
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting 15 Dec 2022 BeBeYourLove/TDformer/model/TDformer.py cf298e4e52b231ae ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation 22 Mar 2022 ibaiGorordo/CREStereo-Pytorch/nets/crestereo.py 6cab0eb461072c91 ran · metamorphic tier: invariant no licence file found · pointer only
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting 14 Dec 2020 martinwhl/Informer-PyTorch-Lightning/models/informer/model.py 8f1c5d305ce86430 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting 14 Dec 2020 AndrzejMiskow/TradeAI/prediction_service/transformers/models.py 8846b42edea92ff6 ran · metamorphic tier: deterministic MIT (permissive)
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting 14 Dec 2020 tianhai123/Informer-Tensorflow/models/model.py 8842a439c7ec814d ran Apache-2.0 (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