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embed

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

embed appears in the code Syntology harvested for 13 papers, as 12 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 1 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 embed 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 1 of the 12 distinct code bodies named embed; 11 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
0ran
11unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 14 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

13 papers shown of 13, newest first; 14 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
Do Current Retrievers Cover All the Evidence? A Controlled Study of Conjunctive Cross-Page Retrieval added by Syntology 2026-07 (from id) sunggukcha/n_clue/code/build_semantic_clusters.py 62a4027b5ded832d unverified licence not identified · pointer only
arXiv:2506.07255 2025-06 (from id) jacobandreas/psketch/models/net.py 1a0fff8870f04909 unverified Apache-2.0 (permissive)
TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis 26 Nov 2022 pavlo-melnyk/tetrasphere/tetrasphere/models/spheres.py e4b543f085e11201 unverified MIT (permissive)
A Spectral Analysis of Graph Neural Networks on Dense and Sparse Graphs 6 Nov 2022 nhuang37/gnn_community_detection/sparsify.py cc7e1aaaec67275c ran · honoured contract no licence file found · pointer only
Unsupervised Word Segmentation using K Nearest Neighbors 2022-04 (from id) mlspeech/gradseg/data_loader.py 364cd200bab3e807 unverified MIT (permissive)
LoRA: Low-Rank Adaptation of Large Language Models 17 Jun 2021 lif31up/attention-is-all-you-need/EmbeddedDataset.py 6351105db75b9e71 unverified MIT (permissive)
The Group Loss for Deep Metric Learning 1 Dec 2019 laurinwagner/grouploss_plus/net/embed.py 757fc132892039c3 unverified MIT (permissive)
Expressibility and entangling capability of parameterized quantum circuits for hybrid quantum-classical algorithms 2019-05 (from id) bagmk/Quantum_Machine_Learning_Express/Pyfiles/quantumcircuit.py c2dd4274bdc76329 unverified MIT (permissive)
CSS10: A Collection of Single Speaker Speech Datasets for 10 Languages 27 Mar 2019 Kyubyong/css10/dc_tts/modules.py 47b69c1525e362f1 unverified Apache-2.0 (permissive)
CSS10: A Collection of Single Speaker Speech Datasets for 10 Languages 27 Mar 2019 Kyubyong/css10/tacotron/modules.py 648eb7c9f95d169e unverified Apache-2.0 (permissive)
Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks with Guided Attention 24 Oct 2017 CSTR-Edinburgh/ophelia/modules.py 47b69c1525e362f1 unverified Apache-2.0 (permissive)
Tacotron: Towards End-to-End Speech Synthesis 29 Mar 2017 Kyubyong/tacotron/modules.py 648eb7c9f95d169e unverified Apache-2.0 (permissive)
Automatic chemical design using a data-driven continuous representation of molecules 7 Oct 2016 TrentBrick/PAE/models.py b31e3a32763105ee unverified no licence file found · pointer only
arXiv:ijcai2022_0597 mayank31398/VRAG/src_faiss/dataset.py 8bae0d69389ce597 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