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Config

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

Config appears in the code Syntology harvested for 46 papers, as 47 distinct code bodies found in 47 places (a place is one code body under one paper). At least one of them ran in 20 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 Config 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 20 of the 47 distinct code bodies named Config; 27 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
20ran
27unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 21 of the 47 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

46 papers shown of 46, newest first; 47 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 12 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
There Is No Neutral Harness: Modern LLM Leaderboards Are Manufactured by Config-Fragile Items added by Syntology 2026-08 (from id) NikolaTesla-007/fragility-grid/repro/fragility_grid.py 65a29e7b9c55b41c ran · metamorphic tier: deterministic MIT (permissive)
RecPFN: Prior-Fitted Networks for In-Context-Based Recommendations added by Syntology 2026-08 (from id) SAP-samples/tabular-ai-recpfn/src/architecture/recpfn.py 2ea8e9fbfd210869 unverified Apache-2.0 (permissive)
Segment-driven Structural Induction and Semantic Alignment for Heterogeneous Tabular Representation added by Syntology 2026-06 (from id) woojoonjung/NAVI/model/navi.py e255cfccefc34e83 unverified no licence file found · pointer only
MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding added by Syntology 2026-05 (from id) anon-eeg/eeg_image_decoding/eeg_encoders.py 9a15e21dcc927e91 unverified no licence file found · pointer only
Empirical Bayes Conformal Prediction for Vision and Language Models added by Syntology 2026-05 (from id) Yogesh914/conformal-rvalue/vit_setup/adaptors_eval.py 92f0974429317336 ran Apache-2.0 (permissive)
CADS: Conformal Adaptive Decision System for Cost-Efficient Image Classification added by Syntology 2026-05 (from id) MikaelTkg/CADS/cads/engine.py 90973656ae5d1c75 ran MIT (permissive)
Unlocking LLM Creativity in Science through Analogical Reasoning added by Syntology 2026-05 (from id) andrew7shen/ar_science/src/orchestrator.py 0a6ea3a7e3f16d6e ran no licence file found · pointer only
Spatial Atlas: Compute-Grounded Reasoning for Spatial-Aware Research Agent Benchmarks added by Syntology 2026-04 (from id) arunshar/spatial-atlas/src/fieldwork/reasoner.py db4784e36db7e4e9 ran MIT (permissive)
ConceptTracer: Interactive Analysis of Concept Saliency and Selectivity in Neural Representations added by Syntology 2026-04 (from id) ml-lab-htw/concept-tracer/concept_tracer/processes.py acd62abda0532794 ran MIT (permissive)
Squeezing More from the Stream : Learning Representation Online for Streaming Reinforcement Learning added by Syntology 2026-02 (from id) chandar-lab/stream-rep-rl/algorithms/dqn-spr.py 1e66591052245215 unverified no licence file found · pointer only
Pragmatic Heterogeneous Collaborative Perception via Generative Communication Mechanism added by Syntology 2025-10 (from id) jeffreychou777/GenComm/opencood/models/gencomm_modules/cond_diff.py 5f153e95f5e79f1c ran licence not identified · pointer only
Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation added by Syntology 2025-08 (from id) VirtuosoResearch/ICL-GradSel/src/icl_linear_regression_group_lasso_demo_selection.py 696ab31578bc6498 ran · metamorphic tier: deterministic licence not identified · pointer only
MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization 23 May 2025 GMC-DRL/MetaBox/src/config.py 9f290edd06105751 unverified BSD-3-Clause (permissive)
CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition 20 May 2025 onurbbruno/CONSIGN/code/SVD_conformal_prediction_UQ.py 43e2a0523af79de9 unverified GPL-3.0 (copyleft) · pointer only
Zero-Shot Whole-Body Humanoid Control via Behavioral Foundation Models 15 Apr 2025 facebookresearch/metamotivo/metamotivo/fb/model.py 1f089d1db6c11d54 ran licence not identified · pointer only
Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models 25 Feb 2025 6zHAOyi/BadVision/src/badencoder.py 7755e711faa52318 unverified MIT (permissive)
DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers 29 Oct 2024 rrmenon10/DISCERN/src/discern/refine.py b9ba287d5dc3c1dd unverified no licence file found · pointer only
Neuro-Symbolic Entity Alignment via Variational Inference 5 Oct 2024 chensyCN/NeuSymEA-NeurIPS25/objects/KGs.py af2bccbf5bc291c9 unverified GPL-3.0 (copyleft) · pointer only
Flexible 3D Lane Detection by Hierarchical Shape MatchingFlexible 3D Lane Detection by Hierarchical Shape Matching 13 Aug 2024 Doo-do/FHLD/models/py_utils/network_point.py f6d143fec97e8f50 unverified BSD-3-Clause (permissive)
Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models 24 May 2024 TrustedLLM/UnKE/code/unke.py b914e7641a23c5d6 unverified no licence file found · pointer only
CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models 1 May 2024 wjq-learning/MSTI/model.py f218f7507ca4156e unverified no licence file found · pointer only
Learning from Sparse Offline Datasets via Conservative Density Estimation 16 Jan 2024 czp16/cde-offline-rl/cde.py 731a435187750caf unverified MIT (permissive)
Prompt Switch: Efficient CLIP Adaptation for Text-Video Retrieval 15 Aug 2023 bladewaltz1/promptswitch/model/prompt_clip.py e28877d426856a6f unverified no licence file found · pointer only
Llama 2: Open Foundation and Fine-Tuned Chat Models 18 Jul 2023 Lightning-AI/lit-gpt/litgpt/model.py bf78fefededc09f7 ran Apache-2.0 (permissive)
Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors 14 Apr 2023 hkust-knowcomp/fit/Neural_FIT.py 2912753768ab645c ran MIT (permissive)
Clues Before Answers: Generation-Enhanced Multiple-Choice QA 30 Apr 2022 nju-websoft/GenMC/model/modeling_genmc.py 02ba0bdc7fc80e5a unverified Apache-2.0 (permissive)
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval 28 Mar 2022 layer6ai-labs/xpool/modules/baseline_pooling.py f0930dba90bc5cd5 unverified no licence file found · pointer only
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network 28 Mar 2022 namepllet/HandOccNet/main/model.py 4e04a4a37eba70e5 unverified no licence file found · pointer only
Entroformer: A Transformer-based Entropy Model for Learned Image Compression 11 Feb 2022 mx54039q/entroformer/module/entroformer.py b1bf49886d5ceb5f ran no licence file found · pointer only
Self-supervised Learning with Random-projection Quantizer for Speech Recognition 3 Feb 2022 HarunoriKawano/BEST-RQ/model/random_projection_quanzier.py 88a745959f70f9ed unverified Apache-2.0 (permissive)
Variational Diffusion Models 1 Jul 2021 revsic/jax-variational-diffwave/vlbdiffwave/impl.py 59e0526c50f31501 ran MIT (permissive)
Adversarial Option-Aware Hierarchical Imitation Learning 10 Jun 2021 id9502/Option-GAIL/model/option_gail.py 9972b67b3e225cd8 ran · metamorphic tier: deterministic MIT (permissive)
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search 29 Apr 2021 researchmm/LightTrack/lib/tracker/lighttrack.py a36dcbde2714611a ran MIT (permissive)
SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions 29 May 2020 lushleaf/Structure-free-certified-NLP/textcnn.py 38ca711c8e1de63c unverified no licence file found · pointer only
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension 12 May 2020 DancingSoul/NQ_BERT-DM/modules/graph_encoder.py 5ee54f32fd891520 ran · metamorphic tier: deterministic no licence file found · pointer only
Dream to Control: Learning Behaviors by Latent Imagination 3 Dec 2019 zhixuan-lin/dreamer-pytorch/dreamer.py 36c19e60097cae7a ran · metamorphic tier: deterministic MIT (permissive)
Self-Attention with Relative Position Representations 6 Mar 2018 HarunoriKawano/Conformer/model/self_attention.py e668a7dc515efd4a ran · metamorphic tier: deterministic Apache-2.0 (permissive)
Proximal Policy Optimization Algorithms 20 Jul 2017 OctopusMind/RLHF_PPO/ppo.py 593f887d35295a28 unverified Apache-2.0 (permissive)
Attention Is All You Need 12 Jun 2017 HanhaiNotHai/transformer/transformer.py dc0cc8d92e3774df ran WTFPL · pointer only
Mask R-CNN 20 Mar 2017 casiopa/Madrid_Rooftops/mrcnn/config.py 999f238aed35c849 ran no licence file found · pointer only
Prototypical Networks for Few-shot Learning 15 Mar 2017 lif31up/prototypical-network/model/ProtoNet.py be2b72d9c5987b86 unverified MIT (permissive)
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks 9 Mar 2017 lif31up/model-agnostic-meta-learning/models/ConvNet.py 312e877e19776da5 unverified MIT (permissive)
Colorful Image Colorization 28 Mar 2016 vincentbillaut/all-colors-matter/models/unet.py 52d7e583d78fc649 unverified no licence file found · pointer only
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks 19 Nov 2015 adityabingi/DCGAN-TF2.0/dcgan.py 9e9da9d2e1473da7 unverified MIT (permissive)
Auto-Encoding Variational Bayes 20 Dec 2013 kngwyu/pytorch-autoencoders/pytorch_autoencoders/models/vae.py e9612f6335ffe255 unverified Apache-2.0 (permissive)
Auto-Encoding Variational Bayes 20 Dec 2013 adityabingi/Beta-VAE/model.py 5faa605e6ce72af4 unverified MIT (permissive)
arXiv:Zhou_Decoupling_and_Recoupling_Spatiotemporal_Representation_for_RGB-D-Based_Motion_Recognition_CVPR_2022_paper damo-cv/MotionRGBD/config/config.py c2c4db0eb71d7f4c 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