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similarity

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

similarity appears in the code Syntology harvested for 17 papers, as 16 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 5 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 similarity 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 7 of the 16 distinct code bodies named similarity; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
2ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
3ran
9unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 18 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

17 papers shown of 17, newest first; 18 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; 2 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
arXiv:2507.00440 2025-07 (from id) causal-graph/CGR/utils.py 65358d2e4e10a957 unverified no licence file found · pointer only
SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution 9 Jan 2025 jorge-martinez-gil/graphcodebert-feature-integration/legacy/utils/java_sim_exec_opt.py 0785ae298e13dd83 unverified MIT (permissive)
Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion Models 29 Oct 2024 raman1121/diffusion_memorization_hpo/extraction_attack.py c13432a556516ef9 unverified no licence file found · pointer only
Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference 2 Sep 2024 workday/cpc/model/mistral.py eb431a43f666e4a2 ran fingerprinted Apache-2.0 (permissive)
Interactive Continual Learning: Fast and Slow Thinking 5 Mar 2024 biqing-qi/interactive-continual-learning-fast-and-slow-thinking/losses/BinBranchLoss.py 4b11b485195acac8 ran fingerprinted no licence file found · pointer only
Singer Identity Representation Learning using Self-Supervised Techniques 10 Jan 2024 SonyCSLParis/ssl-singer-identity/singer_identity/utils/core.py b3c544fffba435b4 ran fingerprinted MIT (permissive)
Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation 22 Aug 2022 JayQine/MGD-SSSS/exp.city/city8.resnet18_deeplabv3plus/criterion.py 7867b026fa8a3107 unverified MIT (permissive)
Single-phase deep learning in cortico-cortical networks 23 Jun 2022 neuralml/burstccn/modules/networks_burstccn.py 9339e3fb4b3665c7 ran · violated contract fingerprinted GPL-3.0 (copyleft) · pointer only
On the Convergence of Clustered Federated Learning 13 Feb 2022 jie-ma-ai/FedBase/fedbase/utils/model_utils.py 67933efee7675d5f unverified MIT (permissive)
An Empirical Study of Graph Contrastive Learning 2 Sep 2021 GraphCL/PyGCL/GCL/losses/infonce.py 71a5cdf26e3ee02d unverified Apache-2.0 (permissive)
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer 28 Aug 2021 xueyee/GroupFormer/group/models/cluster_transformer.py 4d588005f814f46d ran · our draft was wrong Apache-2.0 (permissive)
Predicting the Accuracy of a Few-Shot Classifier 8 Jul 2020 mbonto/fewshot_generalization/toolbox/gsp.py 8cfe5c8977d8ff8b unverified MIT (permissive)
Tidying Deep Saliency Prediction Architectures 10 Mar 2020 samyak0210/saliency/SimpleNet/loss.py ebb55898e1043956 unverified MIT (permissive)
Batch DropBlock Network for Person Re-identification and Beyond 17 Nov 2018 daizuozhuo/batch-dropblock-network/utils/DistWeightDevianceLoss.py 4b11b485195acac8 ran fingerprinted MIT (permissive)
Character-level Convolutional Networks for Text Classification 4 Sep 2015 sjmiller8182/character-convolutions-classification/src/util.py fc127f1284f11efc unverified MIT (permissive)
Bayesian regression and Bitcoin 6 Oct 2014 shawnrajan7/Bayesian-Regression-and-Bitcoin/bitcoin.py 408e49df96405fae ran · violated contract fingerprinted no licence file found · pointer only
Bayesian regression and Bitcoin 6 Oct 2014 prmody96/Predicting-Bitcoin-Price-Variations-using-Bayesian-Regression/bitcoin.py 8582898b7905fbc6 ran · our draft was wrong no licence file found · pointer only
arXiv:aaai_34639 Workday/cpc/model/mistral.py eb431a43f666e4a2 ran fingerprinted Apache-2.0 (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