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data_generator

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

data_generator appears in the code Syntology harvested for 10 papers, as 14 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 2 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 data_generator 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 2 of the 14 distinct code bodies named data_generator; 12 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
0ran · fixture could not drive it
1ran
12unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 15 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; 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
Softmax as Linear Attention in the Large-Prompt Regime: a Measure-based Perspective added by Syntology 2025-12 (from id) eboursier/softmax_as_linear/utils/funcs.py 77e156a5d0ccd851 unverified no licence file found · pointer only
$ψ$DAG: Projected Stochastic Approximation Iteration for DAG Structure Learning 31 Oct 2024 kz29/-psiDAG/data_generator.py 3d07194747a6ad8e unverified MIT (permissive)
Source-Free Domain Adaptation with Temporal Imputation for Time Series Data 14 Jul 2023 mohamedr002/mapu_sfda_ts/dataloader/dataloader.py ddb315160fe5428e ran MIT (permissive)
Domain Adaptation for Time Series Under Feature and Label Shifts 6 Feb 2023 mims-harvard/Raincoat/dataloader/dataloader.py 452e418f86055a6e unverified MIT (permissive)
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling 14 Nov 2019 f90/Seq-U-Net/copy_memory/utils.py 76d3f31a0af1e2ee unverified MIT (permissive)
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling 14 Nov 2019 f90/Seq-U-Net/poly_music/utils.py aa5bc0c27cde7849 unverified MIT (permissive)
Session-based Social Recommendation via Dynamic Graph Attention Networks 25 Feb 2019 DeepGraphLearning/RecommenderSystems/sequentialRec/markovChains/utils.py f98462bd27134f1b unverified MIT (permissive)
Trellis Networks for Sequence Modeling 15 Oct 2018 locuslab/trellisnet/TrellisNet/seq_MNIST_CIFAR/utils.py 512e27f728a83a6b unverified MIT (permissive)
Memory Attention Networks for Skeleton-based Action Recognition 23 Apr 2018 memory-attention-networks/MANs/train_MANs.py 23feefdb6bb6fb19 ran · our draft was wrong no licence file found · pointer only
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling 4 Mar 2018 Baichenjia/Tensorflow-TCN/adding_problem/utils.py 2cab4bb603684fd3 unverified MIT (permissive)
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling 4 Mar 2018 Baichenjia/Tensorflow-TCN/copy_memory/utils.py fa54fea0a3902f0b unverified MIT (permissive)
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling 4 Mar 2018 hkchengrex/TCN/TCN/adding_problem/utils.py 2da0e1d81c17f827 unverified MIT (permissive)
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling 4 Mar 2018 linxi159/TCN/TCN/copy_memory/utils.py f9eab345dc306e54 unverified MIT (permissive)
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling 4 Mar 2018 linxi159/TCN/TCN/lambada_language/utils.py 5193be20bfe553e7 unverified MIT (permissive)
Dilated Recurrent Neural Networks 5 Oct 2017 zalandoresearch/pytorch-dilated-rnn/copy_memory/utils.py f9eab345dc306e54 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".

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