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apply_transform

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

apply_transform appears in the code Syntology harvested for 12 papers, as 11 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 0 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 apply_transform 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 6 of the 11 distinct code bodies named apply_transform; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
1ran · fixture could not drive it
4ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 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

12 papers shown of 12, 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 1 papers added by Syntology; 1 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
Learning with Bilevel-Minimax Optimization for Efficient and Reliable Transfer Attacks added by Syntology 2026-08 (from id) callous-youth/BMAT/bmat/bmat_attack.py 752132b1edb824c8 ran · our draft was wrong Apache-2.0 (permissive)
3D Geometric Shape Assembly via Efficient Point Cloud Matching 15 Jul 2024 NahyukLEE/pmtr/model/local_global_registration.py 4d9c2ef32c5f322f ran no licence file found · pointer only
Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models 9 Apr 2024 interpretml/llm-tabular-memorization-checker/tabmemcheck/datasets/load.py 6bd8df53f13381fc ran MIT (permissive)
Lip2Vec: Efficient and Robust Visual Speech Recognition via Latent-to-Latent Visual to Audio Representation Mapping 11 Aug 2023 YasserdahouML/Lip2Vec/datasets/preprocess.py 362b232acbc220b7 ran no licence file found · pointer only
PLANTAIN: Diffusion-inspired Pose Score Minimization for Fast and Accurate Molecular Docking 22 Jul 2023 molecularmodelinglab/plantain/models/plantain.py 20b562b8853c66c2 ran MIT (permissive)
Improving Adversarial Transferability via Neuron Attribution-Based Attacks 31 Mar 2022 anlthms/nips-2017/mmd/defense_mmd.py 752132b1edb824c8 ran · our draft was wrong MIT recorded; this copy not marked cleared · pointer only
HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration 26 Jul 2021 ispc-lab/HRegNet/models/utils.py 4990f46f89fba8bd unverified MIT (permissive)
Astronomaly: Personalised Active Anomaly Detection in Astronomical Data 2020-10 (from id) MichelleLochner/astronomaly/astronomaly/data_management/image_reader.py 7b0c87b71ac95639 unverified BSD-3-Clause (permissive)
DeepCaps: Going Deeper with Capsule Networks 21 Apr 2019 HopefulRational/DeepCaps-PyTorch/deepcaps.py e6a27797b1e22e76 ran · fixture could not drive it no licence file found · pointer only
Deformable ConvNets v2: More Deformable, Better Results 27 Nov 2018 4uiiurz1/pytorch-deform-conv-v2/scaled_mnist/dataset.py d821268221317ba7 unverified MIT (permissive)
Where are the Blobs: Counting by Localization with Point Supervision 25 Jul 2018 ElementAI/LCFCN/src/datasets/transformers.py 678428d62bcd23a4 unverified Apache-2.0 (permissive)
arXiv:Yue_Object_Recognition_as_Next_Token_Prediction_CVPR_2024_paper kaiyuyue/nxtp/src/loader.py c4f9365a3b0c3838 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