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select

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

select appears in the code Syntology harvested for 22 papers, as 22 distinct code bodies found in 23 places (a place is one code body under one paper). At least one of them ran in 11 of the papers; 1 of the code bodies carries 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 select 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 select; 12 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
3ran · fixture could not drive it
5ran
12unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 23 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

22 papers shown of 22, newest first; 23 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; 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
UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models added by Syntology 17 May 2026 hjkng/unrexplainer/explainer/unrexplainer.py cd6ad65c14bec4dc unverified no licence file found · pointer only
Electron flow matching for generative reaction mechanism prediction obeying conservation laws 18 Feb 2025 FongMunHong/FlowER/beam_predict.py c59855935d005e02 unverified MIT (permissive)
arXiv:2502.02941 2025-02 (from id) Thinklab-SJTU/Fast-T2T/heuristics/GA_TSP.py 7895d02ea1585ce9 unverified MIT (permissive)
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension 26 Nov 2024 Ced3-han/PepHAR/datasets/my_select.py 8337784447c888a4 unverified MIT (permissive)
MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models 10 Jun 2024 cxcscmu/mates/src/select_data/select_data.py 1c40f8ad438abf7a ran · honoured contract MIT (permissive)
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models 5 Feb 2024 zhiyuanhubj/UoT/src/uot/uot.py 9e57c988cd778e2c ran · our draft was wrong no licence file found · pointer only
GTP-ViT: Efficient Vision Transformers via Graph-based Token Propagation 6 Nov 2023 ackesnal/gtp-vit/models_v3.py fc2f6c8685c520eb ran · fixture could not drive it Apache-2.0 (permissive)
LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs? 26 Oct 2023 wondergo2017/llm4dyg/llm4dyg/utils/task/check_tpath.py f4cbd1198b579dc1 ran no licence file found · pointer only
AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE 12 Oct 2023 human-analysis/AutoFHE/search/evolution.py ae2424c41336eb30 ran MIT (permissive)
Ensemble Distillation for Unsupervised Constituency Parsing 3 Oct 2023 manga-uofa/ed4ucp/library/ensemble.py d6c04107f4203972 unverified no licence file found · pointer only
EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education 5 Aug 2023 icalk-nlp/educhat/demo/educhat_api.py 403bb9f1432b1f95 ran fingerprinted no licence file found · pointer only
T-MARS: Improving Visual Representations by Circumventing Text Feature Learning 6 Jul 2023 locuslab/t-mars/dataset2metadata/postprocessors.py cc2ba507831f2761 ran MIT (permissive)
Streaming Active Learning with Deep Neural Networks 5 Mar 2023 identical code first harvested elsewhere 9b2563ff5e53add6 ran · fixture could not drive it licence of this copy not recorded
PerfectDou: Dominating DouDizhu with Perfect Information Distillation 30 Mar 2022 netease-games-ai-lab-guangzhou/perfectdou/perfectdou/env/utils.py 397e3b01438c562b unverified Apache-2.0 (permissive)
On the Usefulness of the Fit-on-the-Test View on Evaluating Calibration of Classifiers 16 Mar 2022 markus93/fit-on-the-test/Experiments_Pseudo/dataframe_helpers.py 115a8789d9377db2 unverified MIT (permissive)
Gone Fishing: Neural Active Learning with Fisher Embeddings 17 Jun 2021 JordanAsh/badge/query_strategies/bait_sampling.py 9b2563ff5e53add6 ran · fixture could not drive it no licence file found · pointer only
Thinking Like Transformers 13 Jun 2021 princeton-nlp/transformerprograms/programs/rasp/double_hist/double_hist.py 51fc4ee5a5955f4c ran no licence file found · pointer only
Social NCE: Contrastive Learning of Socially-aware Motion Representations 21 Dec 2020 YuejiangLIU/social-nce-trajectron-plus-plus/benchmark.py e44153671d3251bc ran · fixture could not drive it licence not identified · pointer only
Blank Language Models 8 Feb 2020 Varal7/blank_language_model/models/torch_utils.py 284f6884edd6b3fc unverified Apache-2.0 (permissive)
Kernel Stein Tests for Multiple Model Comparison 27 Oct 2019 jenninglim/multiscale-features/mskernel/featsel.py 6af490234c52e764 unverified MIT (permissive)
Visualizing the Effects of Predictor Variables in Black Box Supervised Learning Models 2016-12 (from id) givasile/effector/effector/explained_variance.py fae16fbe958f1615 unverified MIT (permissive)
arXiv:Chen_A_Unified_Knowledge_Distillation_Framework_for_Deep_Directed_Graphical_Models_CVPR_2023_paper YizhuoChen99/KD4DGM-CVPR/compressHM/GPUs.py 96f4b6ea6d925e36 unverified MIT (permissive)
arXiv:Chen_A_Unified_Knowledge_Distillation_Framework_for_Deep_Directed_Graphical_Models_CVPR_2023_paper YizhuoChen99/KD4DGM-CVPR/compressVAE/GPUs.py 69af32f49b7d7adf 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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