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build_graph

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

build_graph appears in the code Syntology harvested for 20 papers, as 24 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 5 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 build_graph 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 6 of the 24 distinct code bodies named build_graph; 18 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
5ran
18unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 24 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

20 papers shown of 20, newest first; 24 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; 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
Agent-based models for the evolution of morphological alternation patterns added by Syntology 2026-06 (from id) SakanaAI/LanguageEvolution/core/network.py ad65e71749457c90 ran no licence file found · pointer only
HSG-12M: A Large-Scale Spatial Multigraph Dataset 10 Jun 2025 sarinstein-yan/poly2graph/src/poly2graph/skeleton2graph.py 3ccd76565fb92dd4 unverified MIT (permissive)
GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks 17 Apr 2025 gai-community/graphomni/eval_fun/verification.py 83b83cb8a93f63f4 unverified MIT (permissive)
TrafficGPT: Viewing, Processing and Interacting with Traffic Foundation Models 13 Sep 2023 lijlansg/trafficgpt/LLMAgent/buildGraph.py 2e1abc2b73658c62 ran GPL-3.0 (copyleft) · pointer only
Class-level Structural Relation Modelling and Smoothing for Visual Representation Learning 8 Aug 2023 czt117/csrms/graph/calcu_graph.py fe906cf5793628af ran fingerprinted no licence file found · pointer only
Knowledge Graph Self-Supervised Rationalization for Recommendation 6 Jul 2023 hkuds/kgrec/utils/data_loader.py 44c2871f40d5a80b ran Apache-2.0 (permissive)
Knowledge Graph Self-Supervised Rationalization for Recommendation 6 Jul 2023 hkuds/kgrec/utils/data_loader_kgcl.py a6bc535edeabcd18 ran Apache-2.0 (permissive)
RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters 15 Mar 2023 Vicky0522/RSFNet/basicsr/archs/rsfnet_arch.py ba145379f28e49f9 unverified GPL-3.0 (copyleft) · pointer only
Modality-Agnostic Attention Fusion for visual search with text feedback 30 Jun 2020 nashory/rtic-gcn-pytorch/utils/gcn_utils.py 70e3fde283039da4 unverified MIT (permissive)
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels 13 Jun 2020 xingchenwan/nasbowl/loader.py 2a97c65c41cd8219 unverified MIT (permissive)
TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation 6 May 2020 CRIPAC-DIG/TAGNN/utils.py 62fa0eabd16730ce unverified Apache-2.0 (permissive)
Look, Listen, and Act: Towards Audio-Visual Embodied Navigation 25 Dec 2019 zhang-yw/avn/code/navigate.py 70989651ea691578 ran · honoured contract no licence file found · pointer only
Restoring ancient text using deep learning: a case study on Greek epigraphy 14 Oct 2019 sommerschield/ancient-text-restoration/pythia/model/graph.py dcd412c5340b7001 unverified Apache-2.0 (permissive)
Exploring Randomly Wired Neural Networks for Image Recognition 2 Apr 2019 hebo1221/RandWireNN/utils/graph.py 7a664040a2491c18 unverified Apache-2.0 (permissive)
Robust Text-to-SQL Generation with Execution-Guided Decoding 9 Jul 2018 Microsoft/PointerSQL/model/pointer_net_graph.py cfad29b0a7e82227 unverified MIT (permissive)
Robust Text-to-SQL Generation with Execution-Guided Decoding 9 Jul 2018 Microsoft/PointerSQL/model/pointer_net_graph_meta.py 6a7354677696eb19 unverified MIT (permissive)
Variance Networks: When Expectation Does Not Meet Your Expectations 10 Mar 2018 da-molchanov/variance-networks/variance-networks-tf/nets/utils.py 3345ba65ea3269ff unverified Apache-2.0 (permissive)
Computation of optimal transport and related hedging problems via penalization and neural networks 23 Feb 2018 stephaneckstein/transport-and-related/FrechetHoeffding/Figure1.py cc6f3096cfcd3dd1 unverified MIT (permissive)
Computation of optimal transport and related hedging problems via penalization and neural networks 23 Feb 2018 stephaneckstein/transport-and-related/FrechetHoeffding/Table2.py e732376ac85a07a3 unverified MIT (permissive)
Computation of optimal transport and related hedging problems via penalization and neural networks 23 Feb 2018 stephaneckstein/transport-and-related/MartingaleOT/Figure2Program.py d8655afa4ef8ef3f unverified MIT (permissive)
Variations of the Similarity Function of TextRank for Automated Summarization 11 Feb 2016 WilliamKulp/textrank/summa/commons.py 1be547f705c87234 unverified MIT (permissive)
Autoencoding beyond pixels using a learned similarity metric 31 Dec 2015 baudm/vaegan-celebs-keras/vaegan/models.py fe8bd181101fc55b unverified MIT (permissive)
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent 28 Jun 2011 lifeomic/sparkflow/sparkflow/graph_utils.py de19052b4807c568 unverified MIT (permissive)
arXiv:2023.emnlp-main.1005 YichenZW/Coh-MGT-Detection/preprocess/construct_graph.py c676b2eef75bb7ea 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