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load_args

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

load_args appears in the code Syntology harvested for 25 papers, as 20 distinct code bodies found in 25 places (a place is one code body under one paper). At least one of them ran in 9 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 load_args 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 9 of the 20 distinct code bodies named load_args; 11 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
5ran
11unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 25 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

25 papers shown of 25, newest first; 25 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
LinSATNet: The Positive Linear Satisfiability Neural Networks 18 Jul 2024 Thinklab-SJTU/LinSATNet/TSP_exp/run_evaluate.py 232d212380a938ff ran · our draft was wrong MIT (permissive)
Strategies for Pretraining Neural Operators 12 Jun 2024 anthonyzhou-1/pretraining_pdes/common/utils.py 82f3c79752f554e8 ran MIT (permissive)
MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images 30 Jan 2024 xrli-U/MuSc/examples/musc_main.py e588af766a4d39a1 ran · our draft was wrong MIT (permissive)
STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction 28 Dec 2023 magics-lab/stanhop/utils/tools.py 0666812585a893cb unverified MIT (permissive)
StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On 4 Dec 2023 rlawjdghek/stableviton/utils.py aa89e00bbdd4ea69 ran no licence file found · pointer only
Large Pre-trained time series models for cross-domain Time series analysis tasks 19 Nov 2023 adityalab/samay/src/samay/utils.py b51cc76a36acc599 ran Apache-2.0 (permissive)
LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video Reconstruction 22 Aug 2023 haesoochung/lan-hdr/config.py 881643cfd2f34bc0 ran no licence file found · pointer only
SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning 3 Aug 2023 vermouthdky/simteg/src/args.py 9cc3593e6d666fb6 ran MIT (permissive)
GNNDelete: A General Strategy for Unlearning in Graph Neural Networks 26 Feb 2023 mims-harvard/gnndelete/delete_gnn.py 3de8c8a7c355b7f5 unverified MIT (permissive)
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection 13 Oct 2022 adverml/advopenood/openood/attacks/misc.py dbe36e80c469a4e2 ran · our draft was wrong MIT (permissive)
CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality 9 May 2022 awslabs/sockeye/sockeye/arguments.py dbfe68e8c251c012 unverified Apache-2.0 (permissive)
Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction 25 Apr 2022 luigifilippochiara/Goal-SAR/src/parser.py 2a6d9ff5181be851 unverified MIT (permissive)
Energy-based Unknown Intent Detection with Data Manipulation 27 Jul 2021 yawenouyang/GOT/util/utils.py af3edc318cde7d16 unverified MIT (permissive)
Deep Learning on a Data Diet: Finding Important Examples Early in Training 15 Jul 2021 mansheej/data_diet/data_diet/utils.py 28495435e5b289bd unverified Apache-2.0 (permissive)
Categorical Normalizing Flows via Continuous Transformations 17 Jun 2020 phlippe/CategoricalNF/general/mutils.py 54d6f181d75d8a50 unverified MIT (permissive)
Uncertainty Quantification Using Neural Networks for Molecular Property Prediction 20 May 2020 lhirschfeld/ChempropUncertaintyQuantification/chemprop/utils.py 76e27ba5baa89e9f unverified MIT (permissive)
Alternating the Population and Control Neural Networks to Solve High-Dimensional Stochastic Mean-Field Games 24 Feb 2020 atlin23/apac-net/start_test.py c2cddf75c79ba209 ran · our draft was wrong no licence file found · pointer only
Domain Robustness in Neural Machine Translation 8 Nov 2019 ZurichNLP/sockeye/sockeye/arguments.py dbfe68e8c251c012 unverified Apache-2.0 (permissive)
When and Why is Document-level Context Useful in Neural Machine Translation? 1 Oct 2019 ducthanhtran/sockeye_document_context/sockeye/arguments.py dbfe68e8c251c012 unverified Apache-2.0 (permissive)
Meta-Learning with Warped Gradient Descent 30 Aug 2019 flennerhag/warpgrad/src/omniglot/monitor.py b677d9dfa8aa5ea4 unverified Apache-2.0 (permissive)
Multi-view Knowledge Graph Embedding for Entity Alignment 6 Jun 2019 nju-websoft/MultiKE/code/utils.py b9a4445ee0055a9d unverified MIT (permissive)
Analyzing Learned Molecular Representations for Property Prediction 2 Apr 2019 tingweidaniel/chemprop_atomicfp_save_depth_final/chemprop/utils.py 76e27ba5baa89e9f unverified MIT (permissive)
Attention Branch Network: Learning of Attention Mechanism for Visual Explanation 25 Dec 2018 machine-perception-robotics-group/ABN_CelebA_PyTorch/mtabn/utils.py 65829cf2917b3558 unverified MIT (permissive)
Transferring Knowledge across Learning Processes 3 Dec 2018 amzn/metalearn-leap/src/omniglot/monitor.py b677d9dfa8aa5ea4 unverified Apache-2.0 (permissive)
Graph-to-Sequence Learning using Gated Graph Neural Networks 26 Jun 2018 Cartus/DCGCN/sockeye/arguments.py dbfe68e8c251c012 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