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find_nearest

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

find_nearest appears in the code Syntology harvested for 16 papers, as 13 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 6 of the papers; 4 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 find_nearest 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 4 of the 13 distinct code bodies named find_nearest; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
1ran · fixture could not drive it
2ran
9unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 16 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

16 papers shown of 16, newest first; 16 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. 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
Backdoor Attacks against No-Reference Image Quality Assessment Models via a Scalable Trigger 10 Dec 2024 yuyi-sd/baiqa/HyperIQASolver_multi_v6.py a82dce4b3a95f2b1 unverified no licence file found · pointer only
CANDID DAC: Leveraging Coupled Action Dimensions with Importance Differences in DAC 8 Jul 2024 philippbordne/candiddac/analysis/plotting_nb/plotting_helpers.py 59ddea48839ef729 ran fingerprinted Apache-2.0 (permissive)
Deep Equilibrium Diffusion Restoration with Parallel Sampling 20 Nov 2023 caojiezhang/deqir/utils/utils_model.py e180ab043e88b4f0 ran fingerprinted no licence file found · pointer only
Differentiable Raycasting for Self-supervised Occupancy Forecasting 4 Oct 2022 tarashakhurana/emergent-occ-forecasting/data.py 6d8bb2f8e90e3f0e unverified MIT (permissive)
"Even if ..." -- Diverse Semifactual Explanations of Reject 5 Jul 2022 andreartelt/diversesemifactualsreject/Implementation/modelselection.py 579fa0d53f14ed26 unverified MIT (permissive)
CenterSnap: Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation 3 Mar 2022 ibaiGorordo/ONNX-CenterSnap-6D-Pose-and-Shape-Estimation/centersnap/original_repo_utils.py 764464f2d8106e6f unverified MIT (permissive)
Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays 22 Dec 2021 ricbl/etsaliencymaps/src/get_segmentation_baseline.py 1ed2739588f5bbbe unverified MIT (permissive)
Self-supervised similarity search for large scientific datasets 25 Oct 2021 georgestein/ssl-legacysurvey/scripts/similarity_search_nxn.py 2b9700703933892f ran · fixture could not drive it fingerprinted MIT (permissive)
MGSampler: An Explainable Sampling Strategy for Video Action Recognition 20 Apr 2021 MCG-NJU/MGSampler/generate_feature_diff.py e180ab043e88b4f0 ran fingerprinted Apache-2.0 (permissive)
Learning Molecular Dynamics with Simple Language Model built upon Long Short-Term Memory Neural Network 2020-04 (from id) Lina492375qW1188/LSTM-predict-MD/LSTM_LM_4s.py d8002dfc644128c6 ran · violated contract fingerprinted no licence file found · pointer only
Face Recognition: Too Bias, or Not Too Bias? 16 Feb 2020 visionjo/facerec-bias-bfw/code/experiments/calculate_tar_at_far_table.py 0bd0953befe9d261 unverified BSD-3-Clause (permissive)
Interaction networks for the identification of boosted $H\to b\overline{b}$ decays 2019-09 (from id) jmduarte/capstone-particle-physics-domain/weeks/utils.py 2b9700703933892f ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA 17 Jun 2019 jiangycTarheel/Adversarial-MultiHopQA/nearest_glove/get_nearest.py 2e226d735609d4e1 unverified MIT (permissive)
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering 25 Sep 2018 hotpotqa/hotpot/prepro.py 5733fa44ca6deb1f unverified Apache-2.0 (permissive)
Easily parallelizable and distributable class of algorithms for structured sparsity, with optimal acceleration 21 Feb 2017 kose-y/dist-primal-dual/dist_pd/utils.py 9f7aa7b4ea0da26d unverified MIT (permissive)
The Pan-STARRS1 Surveys 2016-12 (from id) sshah1502/irgsc/generated_irgsc/partial_irgsc_for_test_fields/tf2/try_mix_selectivekp_model.py 0bd0953befe9d261 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