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construct_feed_dict

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

construct_feed_dict appears in the code Syntology harvested for 10 papers, as 6 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 6 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 construct_feed_dict 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 2 of the 6 distinct code bodies named construct_feed_dict; 4 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
2ran · fixture could not drive it
0ran
4unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 10 places is 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

10 papers shown of 10, newest first; 10 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; 1 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
Knowledge Embedding Based Graph Convolutional Network 12 Jun 2020 Maysir/GEM-GCN/utils.py 3eee20dd95f3f8d9 unverified MIT (permissive)
AnomalyDAE: Dual autoencoder for anomaly detection on attributed networks 10 Feb 2020 haoyfan/AnomalyDAE/src/preprocessing.py b959bc9ff832fac0 ran · fixture could not drive it MIT (permissive)
Semi-Implicit Graph Variational Auto-Encoders 19 Aug 2019 sigvae/SIGraphVAE/preprocessing.py b959bc9ff832fac0 ran · fixture could not drive it no licence file found · pointer only
Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations 12 Jun 2019 xiangyue9607/BioNEV/src/bionev/GAE/preprocessing.py b959bc9ff832fac0 ran · fixture could not drive it MIT (permissive)
Deep Bayesian Optimization on Attributed Graphs 31 May 2019 csjtx1021/DGBO/DeepSurrogateModel.py 360f8ceb893f2cd4 unverified MIT (permissive)
Fisher-Bures Adversary Graph Convolutional Networks 11 Mar 2019 stellargraph/FisherGCN/gcn/utils.py 077e103b082dc6b3 unverified MIT (permissive)
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images 5 Apr 2018 nywang16/Pixel2Mesh/p2m/utils.py 6f7bdc31cdfaacc3 unverified Apache-2.0 (permissive)
Learning Python Code Suggestion with a Sparse Pointer Network 24 Nov 2016 uclnlp/pycodesuggest/lm/Trainer.py 21ecd560e4d4c5d4 ran · fixture could not drive it MIT (permissive)
Variational Graph Auto-Encoders 21 Nov 2016 Omairss/RepresentationLearning/src/preprocessing.py b959bc9ff832fac0 ran · fixture could not drive it MIT (permissive)
arXiv:ijcai2022_0498 xinxingwu-uk/DGAE/Python/Models/dgae_alpha/preprocessing.py b959bc9ff832fac0 ran · fixture could not drive it 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