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dot_product

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

dot_product appears in the code Syntology harvested for 12 papers, as 12 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 3 of the papers; 2 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 dot_product 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 3 of the 12 distinct code bodies named dot_product; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
3ran
9unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 12 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

12 papers shown of 12, newest first; 12 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 2 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
Split CNN Inference on Networked Microcontrollers added by Syntology 2026-05 (from id) shashsuresh/split-inference-on-MCUs/pc_code/Quantization/python/analysis.py bf629995a35f2dee ran fingerprinted no licence file found · pointer only
A visual observation on the geometry of UMAP projections of the difference vectors of antonym and synonym word pair embeddings added by Syntology 2026-03 (from id) ramiluisto/CuriousSwirl/semsim/stats.py 9a9338b265d08fe3 unverified MIT (permissive)
GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent 22 May 2025 JiuTian-VL/GUI-explorer/utils/knowledge_generation.py 696c7a5c52664b23 unverified MIT (permissive)
Language-Informed Beam Search Decoding for Multilingual Machine Translation 11 Aug 2024 yilinyang7/fairseq_multi_fix/fairseq/tasks/translation_multi_tgp.py 6e48c23d5c9f5b18 ran MIT (permissive)
RCooper: A Real-world Large-scale Dataset for Roadside Cooperative Perception 15 Mar 2024 AIR-THU/DAIR-RCooper/codes/ab3dmot_plugin/data_convert/convert_dair_kitti2ab3dmot.py 60c3eba478902f5b ran fingerprinted no licence file found · pointer only
KDSTM: Neural Semi-supervised Topic Modeling with Knowledge Distillation 4 Jul 2023 yumeng5/WeSTClass/model.py 748cc128f5cb04c4 unverified Apache-2.0 (permissive)
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks 26 May 2023 epfml/rotational-optimizers/shared/optimizers/rotational_frozen_adamw.py ff83a6f9e3d14c9c unverified Apache-2.0 (permissive)
The Utility of Explainable AI in Ad Hoc Human-Machine Teaming 8 Sep 2022 CORE-Robotics-Lab/Utility-of-Explainable-AI-NeurIPS2021/Python_Examples/malmo.py 27c5c23d1409883b unverified MIT (permissive)
Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets 9 Mar 2022 leffff/graphormer-pyg/graphormer/layers.py 805320773bb33ccf unverified MIT (permissive)
NeRS: Neural Reflectance Surfaces for Sparse-view 3D Reconstruction in the Wild 14 Oct 2021 jasonyzhang/ners/ners/pytorch3d/textures.py 0f6bb8ad1d96cbf6 unverified BSD-3-Clause (permissive)
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels 4 Oct 2020 iliaschalkidis/lmtc-eurlex57k/neural_networks/layers/attention.py bcf6da6d6b37e4d1 unverified Apache-2.0 (permissive)
UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation 19 Apr 2020 hamidriasat/UNet-3-Plus/models/unet3plus_utils.py f5be84a091639139 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