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create_masks

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

create_masks appears in the code Syntology harvested for 17 papers, as 11 distinct code bodies found in 17 places (a place is one code body under one paper). At least one of them ran in 11 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 create_masks 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 5 of the 11 distinct code bodies named create_masks; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
3ran · our draft was wrong
0ran · fixture could not drive it
0ran
6unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 17 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

17 papers shown of 17, newest first; 17 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 2 papers added by Syntology; 3 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
Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference added by Syntology 2026-08 (from id) burcgokden/lm-evaluation-harness-with-PLDR-LLM/lm_eval/models/pldrllm.py 6112a5d2c9d3e7b4 ran · honoured contract fingerprinted MIT (permissive)
StructLens: A Structural Lens for Language Models via Maximum Spanning Trees added by Syntology 2026-03 (from id) naist-nlp/structlens/src/structlens/masking.py 98938b9ad4dc6e3f unverified no licence file found · pointer only
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability 22 Oct 2024 ai-chem/GEMCODE/generative_models/TVAE/Batch.py 978ebdafdd719af8 unverified MIT (permissive)
Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection 11 Oct 2024 wyy-code/MADGA/models/NF.py e1243b39051334f9 ran · our draft was wrong fingerprinted no licence file found · pointer only
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction 19 Feb 2024 mulplue/MGF/src/models/TP/TFCondARFlow.py 5a2e1cee97642f25 ran · our draft was wrong MIT (permissive)
Self-Guided Robust Graph Structure Refinement 19 Feb 2024 yeonjun-in/torch-sg-gsr/utils/data.py 690c4d1bae178c4f unverified no licence file found · pointer only
Fast Inference and Update of Probabilistic Density Estimation on Trajectory Prediction 17 Aug 2023 meaten/flowchain-iccv2023/src/models/TP/TFCondARFlow.py 5a2e1cee97642f25 ran · our draft was wrong no licence file found · pointer only
A Coupled Flow Approach to Imitation Learning 29 Apr 2023 kamenbliznashki/normalizing_flows/maf.py 5a2e1cee97642f25 ran · our draft was wrong no licence file found · pointer only
LLaMA: Open and Efficient Foundation Language Models 27 Feb 2023 akanyaani/miniLLAMA/model.py 31c156187744eaa5 ran · our draft was wrong fingerprinted MIT (permissive)
Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series 16 Feb 2022 enyandai/ganf/models/GANF.py e1243b39051334f9 ran · our draft was wrong fingerprinted no licence file found · pointer only
Coping With Simulators That Don't Always Return 28 Mar 2020 plai-group/stdr/src/maf.py 5a2e1cee97642f25 ran · our draft was wrong MIT (permissive)
Generalized Energy Based Models 10 Mar 2020 MichaelArbel/GeneralizedEBM/models/mog_maf_model.py 3d73aadb98e568a1 unverified BSD-3-Clause (permissive)
Improving Exploration in Soft-Actor-Critic with Normalizing Flows Policies 6 Jun 2019 joeybose/FloRL/pytorch-soft-actor-critic/flow_helpers.py 5a2e1cee97642f25 ran · our draft was wrong MIT (permissive)
Improving Variational Inference with Inverse Autoregressive Flow 15 Jun 2016 altosaar/variational-autoencoder/flow.py a66337f8e2cf39a3 ran · violated contract MIT (permissive)
arXiv:aaai_27987 ajevnisek/optimize-and-reduce/models/decomp.py 0a12a2a9fa34d3bd unverified MIT (permissive)
arXiv:aaai_25623 zqhang/MTGFLOW/models/NF.py e1243b39051334f9 ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2023.findings-emnlp.228 victor7246/TransJect/models/utils.py b0c737fa6acb69fc unverified 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