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data_load

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

data_load appears in the code Syntology harvested for 15 papers, as 17 distinct code bodies found in 17 places (a place is one code body under one paper). At least one of them ran in 6 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_load 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 7 of the 17 distinct code bodies named data_load; 10 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
5ran
10unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 9 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

15 papers shown of 15, 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; 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
PAPM: A Physics-aware Proxy Model for Process Systems 7 Jul 2024 pengwei07/PAPM/papm/utils/load_data.py 232f62c66ddad232 ran no licence file found · pointer only
Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity 22 Apr 2024 jackfrost168/cf_diff/data_utils.py 873e59590af928c6 ran no licence file found · pointer only
Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity 22 Apr 2024 jackfrost168/cf_diff/data_preprocessing/data_preprocessing_item_2nd_hop.py b5d15c59030cf191 ran no licence file found · pointer only
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance 4 Apr 2024 bethgelab/frequency_determines_performance/src/downstream_retrieval_extract_concepts.py 4027c8ca9e8b9f1d unverified MIT (permissive)
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance 4 Apr 2024 bethgelab/frequency_determines_performance/src/retrieval_eval.py 7c897748918de731 unverified MIT (permissive)
Secure Aggregation is Not Private Against Membership Inference Attacks 26 Mar 2024 khachoang1412/SecAgg_not_private/privacy_auditing.py 4062c87dc9f0fbc4 unverified no licence file found · pointer only
SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation 16 Mar 2024 shinyflight/sfda2/tar_adaptation.py fccc39f7a8d71f70 unverified licence not identified · pointer only
UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction 19 Feb 2024 tsinghua-fib-lab/unist/src/DataLoader.py eede1f5e8e2b6609 unverified no licence file found · pointer only
Topology-Informed Graph Transformer 3 Feb 2024 leemingo/cy2mixer/model/Cy2C_utils.py 28d0813e58ab4fd5 ran no licence file found · pointer only
Learning to Extrapolate: A Transductive Approach 27 Apr 2023 avivne/bilinear-transduction/utils/util.py 96ba47411fab30f0 unverified MIT (permissive)
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning 12 Nov 2022 zyezhang/dac/VisDA/target.py bce26a57a93cddbb unverified GPL-3.0 (copyleft) · pointer only
Confidence Score for Source-Free Unsupervised Domain Adaptation 14 Jun 2022 jhyun17/cowa-jmds/image_target_CoWA.py 1af14a9e9bdb7c5b ran · our draft was wrong MIT (permissive)
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation 9 May 2022 Albert0147/AaD_SFDA/tar_adaptation.py c21ea96c206930a5 ran no licence file found · pointer only
Dual Parameterization of Sparse Variational Gaussian Processes 5 Nov 2021 AaltoML/t-SVGP/experiments/util.py d982d72f79827b76 unverified MIT (permissive)
Unsupervised Multi-source Domain Adaptation Without Access to Source Data 5 Apr 2021 driptaRC/DECISION/adapt_multi.py 7ba25b84bcf91c5a ran · our draft was wrong MIT (permissive)
Dynamic Routing Between Capsules 26 Oct 2017 Reatris/Capsule_Net/Capsule_net_paddle_by_Reatris.py 1e8dccecc001d2fd unverified Apache-2.0 (permissive)
arXiv:2021.findings-acl.204 chuchun8/MTSD/src/utils/data_helper.py 6c1e69090725ef23 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