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update_cfg

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

update_cfg appears in the code Syntology harvested for 23 papers, as 17 distinct code bodies found in 24 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 update_cfg 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 17 distinct code bodies named update_cfg; 11 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
6ran
11unverified
0fingerprinted

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

23 papers shown of 23, 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 2 papers added by Syntology; 3 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
Generalizable Insights for Graph Transformers in Theory and Practice added by Syntology 2025-11 (from id) GraphPKU/BREC/GNNAsKernel/core/config.py ac9535cc854a350e unverified MIT (permissive)
Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks added by Syntology 2025-11 (from id) ryienh/sketched-random-features/experiments/reddit-pe/core/config.py 38df535e6661ac1e unverified MIT (permissive)
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs 20 Jun 2024 sparksjoe/prism/decouple/args2cfg.py 2b96dc0a427c1da9 ran Apache-2.0 (permissive)
UniGLM: Training One Unified Language Model for Text-Attributed Graph Embedding 17 Jun 2024 nyushcs/uniglm/core/GNNs/config.py 4768a3880037384c unverified MIT (permissive)
Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification 27 Apr 2024 ycaigogogo/cvpr24-coder/utils.py 9b9ce4000929d33f ran no licence file found · pointer only
HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric Models 7 Apr 2024 YifYang993/HiLo/lib/common/config.py 938f7173c2e6ab9c unverified no licence file found · pointer only
TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos 26 Mar 2024 yufu-wang/tram/lib/core/config.py 8cae4a5d48fbd269 ran MIT (permissive)
Descriptive Kernel Convolution Network with Improved Random Walk Kernel 8 Feb 2024 mengchillee/rwk_plus/sec_5_2_RWKPConv/core/config.py db810855c1e3bc44 unverified no licence file found · pointer only
SIFU: Side-view Conditioned Implicit Function for Real-world Usable Clothed Human Reconstruction 10 Dec 2023 River-Zhang/SIFU/lib/common/config.py 938f7173c2e6ab9c unverified MIT (permissive)
Graph Convolutions Enrich the Self-Attention in Transformers! 7 Dec 2023 XiaoxinHe/Graph-ViT-MLPMixer/core/config.py e0a50ba59ec13709 ran MIT (permissive)
On the Stability of Expressive Positional Encodings for Graphs 4 Oct 2023 cptq/SignNet-BasisNet/GINESignNetPyG/core/config.py 181697b7b4df08e8 ran MIT (permissive)
Graph-level Representation Learning with Joint-Embedding Predictive Architectures 27 Sep 2023 geriskenderi/graph-jepa/core/config.py 3764b11a07a3ebd8 ran MIT (permissive)
Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction 24 Sep 2023 River-Zhang/GTA/lib/common/config.py 938f7173c2e6ab9c unverified no licence file found · pointer only
D-IF: Uncertainty-aware Human Digitization via Implicit Distribution Field 17 Aug 2023 psyai-net/d-if_release/lib/common/config.py 938f7173c2e6ab9c unverified no licence file found · pointer only
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning 31 May 2023 XiaoxinHe/TAPE/core/config.py a5fe9aee2d93d22e unverified MIT (permissive)
An Empirical Study of Realized GNN Expressiveness 16 Apr 2023 graphpku/brec/GNNAsKernel/core/config.py ac9535cc854a350e unverified MIT (permissive)
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation 16 Mar 2022 cure-lab/DeciWatch/lib/core/config.py f0ba038b51ec3afb unverified Apache-2.0 (permissive)
SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos 27 Dec 2021 cure-lab/SmoothNet/lib/core/evaluate_config.py f0ba038b51ec3afb unverified Apache-2.0 (permissive)
From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness 7 Oct 2021 GNNAsKernel/GNNAsKernel/core/config.py 62aaa0dd4a43fa3a unverified MIT (permissive)
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation 6 Sep 2021 ziniuwan/maed/lib/core/config.py 249e701b851ef72d unverified MIT (permissive)
arXiv:Wang_SynSP_Synergy_of_Smoothness_and_Precision_in_Pose_Sequences_Refinement_CVPR_2024_paper InvertedForest/SynSP/lib/core/visualize_config.py f0ba038b51ec3afb unverified Apache-2.0 (permissive)
arXiv:Wang_SynSP_Synergy_of_Smoothness_and_Precision_in_Pose_Sequences_Refinement_CVPR_2024_paper InvertedForest/SynSP/lib/core/evaluate_config.py b30476ea87bf0796 unverified Apache-2.0 (permissive)
arXiv:Dong_PS-Mamba_Spatial-Temporal_Graph_Mamba_for_Pose_Sequence_Refinement_ICCV_2025_paper donghaoye/ps-mamba/lib/core/evaluate_config.py f0ba038b51ec3afb unverified Apache-2.0 (permissive)
arXiv:04824 asw91666/TRG-Release/models/trg_model/core/cfgs.py 8655f89349c32993 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".

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