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timer

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

timer appears in the code Syntology harvested for 24 papers, as 22 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 11 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 timer 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 10 of the 22 distinct code bodies named timer; 12 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
6ran
12unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 24 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

24 papers shown of 24, newest first; 24 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; 2 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
Structure-preserving uncertainty quantification for GENERIC dynamics added by Syntology 2026-08 (from id) Crunch-UQ4MI/neuraluq/neuraluq/utils.py 745a91dae16c0620 ran no licence file found · pointer only
Hedgementation = Hedgerow Segmentation: A Remote Sensing Benchmark HEDGEMENTATION = HEDGEROW SEGMENTATION: A REMOTE SENSING BENCHMARK added by Syntology 2026-06 (from id) hedgementation/hedgementation/model_training/utils.py 2b8839d945ad1f85 ran no licence file found · pointer only
Self-Improvement Imitation with Biologically Guided Search for Protein Design Under Oracle Budgets added by Syntology 2026-05 (from id) HySonLab/Directed_Evolution/de/directed_evolution.py 883df0e10ee73f1c ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
BayesFlow 2: Multi-Backend Amortized Bayesian Inference in Python added by Syntology 6 Feb 2026 bayesflow-org/bf2-paper-case-study/case-study.py e25163722657e846 ran · our draft was wrong no licence file found · pointer only
SCA3D: Enhancing Cross-modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation 26 Feb 2025 3dagentworld/sca3d/utils/common_tools.py b522db937a918b5a unverified MIT (permissive)
MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs 6 Jan 2025 sunh-23/MDP3/vlmeval/smp/mdp3_frame_selector.py df91dcbcd26aafc6 ran · our draft was wrong Apache-2.0 (permissive)
Structure Language Models for Protein Conformation Generation 24 Oct 2024 lujiarui/esmdiff/slm/utils/eval_utils.py 44275741562f7fb5 unverified licence not identified · pointer only
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs 9 Oct 2024 thunlp/DeepTHULAC/deepthulac/utils.py bbee4044c3876d25 ran MIT (permissive)
DarkSAM: Fooling Segment Anything Model to Segment Nothing 26 Sep 2024 CGCL-codes/DarkSAM/utils.py e170e4ed166e28a1 ran MIT (permissive)
Clover-2: Accurate Inference for Regressive Lightweight Speculative Decoding 1 Aug 2024 XiaoBin1992/clover/clover/model/utils.py b54951ffbd7a4fc0 unverified Apache-2.0 (permissive)
Artificial Intelligence Index Report 2024 29 May 2024 mozilla-ai/lumigator/lumigator/jobs/evaluator/utils.py 8a1c4b80a33fbe1a unverified Apache-2.0 (permissive)
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists 19 Mar 2024 joebaumann/recsys-collectiveaction/utils.py 9a30db61f4279240 ran MIT (permissive)
Latent Diffusion Model for DNA Sequence Generation 9 Oct 2023 zehui127/latent-dna-diffusion/src/utils/metrics.py 003781a63f6b1a17 unverified MIT (permissive)
DeepOnto: A Python Package for Ontology Engineering with Deep Learning 6 Jul 2023 KRR-Oxford/DeepOnto/src/deeponto/utils/decorators.py e3fa9a764d4c773b ran Apache-2.0 (permissive)
Linear Classifier: An Often-Forgotten Baseline for Text Classification 12 Jun 2023 ASUS-AICS/LibMultiLabel/libmultilabel/common_utils.py 6c59a7431aec3182 unverified MIT (permissive)
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration 1 Jun 2023 turboderp/exllama/example_alt_generator.py 0339808d73c4cc66 unverified MIT (permissive)
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments 19 Dec 2022 dki-lab/pangu/utils/kb_environment.py 87fdfec19e5ac581 ran · our draft was wrong no licence file found · pointer only
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering 17 Apr 2022 identical code first harvested elsewhere 87fdfec19e5ac581 ran · our draft was wrong licence of this copy not recorded
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and Words 5 Jul 2021 jlutangchuan/parts2words/utils/common_tools.py b522db937a918b5a unverified MIT (permissive)
A Transformer-based Framework for Multivariate Time Series Representation Learning 6 Oct 2020 gzerveas/mvts_transformer/src/utils/utils.py 8269a8d00bc80c97 unverified MIT (permissive)
DiffTaichi: Differentiable Programming for Physical Simulation 1 Oct 2019 taichi-dev/taichi/python/taichi/_main.py 234075ad0e934c31 unverified Apache-2.0 (permissive)
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion 3 Jun 2019 joansj/blow/src/utils/utils.py 85e2c2b320c71a17 unverified Apache-2.0 (permissive)
arXiv:ijcai2025_0843 wason981/Frequency-Fingerprinting/utils.py 25961291e3f0dde4 unverified Apache-2.0 (permissive)
arXiv:2025.acl-long.1535 Nana2929/MAPLE/maple/dataset/maple_dataset.py d5811b0d4954c5ae unverified 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