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cosine_distance

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

cosine_distance appears in the code Syntology harvested for 29 papers, as 20 distinct code bodies found in 29 places (a place is one code body under one paper). At least one of them ran in 14 of the papers; 8 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 cosine_distance 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 cosine_distance; 11 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
3ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
3ran
11unverified
8fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 29 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

29 papers shown of 29, newest first; 29 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 3 papers added by Syntology. 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
VeriCam: A Verification Baseline for the Classification of Unknown Data added by Syntology 2026-08 (from id) lmlwojcik/VeriCam/trainer.py 9bff081af83b983c unverified no licence file found · pointer only
ToolFlood: Beyond Selection -Hiding Valid Tools from LLM Agents via Semantic Covering added by Syntology 2026-03 (from id) as1-prog/ToolFlood/src/attacks/toolflood_attack.py 33c3cf3d01589e64 ran · our draft was wrong fingerprinted no licence file found · pointer only
De-Anonymization at Scale via Tournament-Style Attribution added by Syntology 2026-01 (from id) shibing624/text2vec/text2vec/similarity.py 0ec989516745205b ran · violated contract fingerprinted Apache-2.0 (permissive)
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models 17 Sep 2024 ml-research/i2p/eval/q16.py c8f23038de7bcdb7 ran · violated contract fingerprinted no licence file found · pointer only
Procedural Synthesis of Synthesizable Molecules 24 Aug 2024 shiningsunnyday/SynthesisNet/src/synnet/encoding/distances.py c58727efada94825 ran fingerprinted MIT (permissive)
The Curse of Diversity in Ensemble-Based Exploration 7 May 2024 zhixuan-lin/ensemble-rl-discrete/ensemble_rl/metric_utils.py 389e520afe20c705 unverified MIT (permissive)
Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras 22 Apr 2024 uoe-agents/mvd/algorithms/info_nce.py b5e5ec5ae2bf2ea6 ran fingerprinted MIT (permissive)
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts 3 Mar 2024 yangyijune/mma-diffusion/src/image_space_attack/image_editing_attack.py c8f23038de7bcdb7 ran · violated contract fingerprinted no licence file found · pointer only
MMA-Diffusion: MultiModal Attack on Diffusion Models 29 Nov 2023 cure-lab/mma-diffusion/src/image_space_attack/image_editing_attack.py c8f23038de7bcdb7 ran · violated contract fingerprinted licence not identified · pointer only
A Coefficient Makes SVRG Effective 9 Nov 2023 davidyyd/alpha-SVRG/svrg.py 50338047d211322b ran no licence file found · pointer only
Imitation Learning from Observation with Automatic Discount Scheduling 11 Oct 2023 dwjshift/IL_ADS/IL/modules/ads.py 3201fb6cb44890b3 ran · violated contract fingerprinted no licence file found · pointer only
Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model 9 Jun 2023 yc015/scene-representation-diffusion-model/modified_diffusers/pipelines/stable_diffusion/safety_checker.py a580fad941fd2f88 unverified MIT (permissive)
Object-Centric Slot Diffusion 20 Mar 2023 jindongjiang/latent-slot-diffusion/src/eval/eval_utils.py 8a3405f854ecf3a4 unverified MIT (permissive)
Teach a Robot to FISH: Versatile Imitation from One Minute of Demonstrations 2 Mar 2023 siddhanthaldar/FISH/FISH/rewarder.py 3201fb6cb44890b3 ran · violated contract fingerprinted MIT (permissive)
Visual Imitation Learning with Patch Rewards 2 Feb 2023 sail-sg/PatchAIL/PatchAIL/rewarder.py 3201fb6cb44890b3 ran · violated contract fingerprinted Apache-2.0 (permissive)
Attention Diversification for Domain Generalization 9 Oct 2022 hikvision-research/DomainGeneralization/dassl/metrics/distance.py e8878931ade705ee unverified Apache-2.0 (permissive)
SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks 16 Jul 2022 DavideBuffelli/SizeShiftReg/lib/spectralcoarsening/measure.py bc4f109b9a9d0897 unverified MIT (permissive)
L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization 27 Oct 2021 jeremiemelo/l2ight/compare_gradient.py 7387dde4f9f4c579 unverified MIT recorded; this copy not marked cleared · pointer only
Amortized Tree Generation for Bottom-up Synthesis Planning and Synthesizable Molecular Design 12 Oct 2021 wenhao-gao/SynNet/src/synnet/encoding/distances.py c58727efada94825 ran fingerprinted MIT (permissive)
Neural Distance Embeddings for Biological Sequences 20 Sep 2021 gcorso/neuroseed/edit_distance/models/pair_encoder.py d0dfe698329e0590 ran · our draft was wrong fingerprinted MIT (permissive)
Knowing the No-match: Entity Alignment with Dangling Cases 4 Jun 2021 nju-websoft/OpenEA/src/openea/approaches/gmnn.py 7077dbd69a51ff99 ran · honoured contract fingerprinted GPL-3.0 (copyleft) · pointer only
Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification 27 Jul 2020 djidje/D-MMD/torchreid/metrics/distance.py e8878931ade705ee unverified MIT (permissive)
On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems 12 Jul 2019 gabrielspmoreira/chameleon_recsys/nar_module/nar/metrics.py 78e256734562bbdc unverified MIT (permissive)
Fine-Grained Entity Typing in Hyperbolic Space 6 Jun 2019 nlpAThits/figet-hyperbolic-space/figet/Predictor.py 0eca2f8d34319316 unverified MIT (permissive)
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses 23 Nov 2018 jeromerony/fast_adversarial/fast_adv/attacks/ddn_tf.py 57cb594ecfe4aa28 unverified BSD-3-Clause (permissive)
SQL-to-Text Generation with Graph-to-Sequence Model 14 Sep 2018 IBM/SQL-to-Text/Graph2Seq-master/main/layer_utils.py d38de6c77953b59d unverified Apache-2.0 (permissive)
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model 23 Aug 2018 IBM/Text-to-LogicForm/Graph2Seq-master/main/layer_utils.py d38de6c77953b59d unverified Apache-2.0 (permissive)
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks 3 Apr 2018 IBM/Graph2Seq/main/layer_utils.py d38de6c77953b59d unverified Apache-2.0 (permissive)
Deeper, Broader and Artier Domain Generalization 9 Oct 2017 xch-liu/geom-tex-dg/Dassl/dassl/metrics/distance.py e8878931ade705ee 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