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compose

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

compose appears in the code Syntology harvested for 9 papers, as 10 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 2 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 compose 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 2 of the 10 distinct code bodies named compose; 8 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
1ran · fixture could not drive it
1ran
8unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 10 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

9 papers shown of 9, newest first; 10 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. 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
Cosmos 3: Omnimodal World Models for Physical AI NVIDIA added by Syntology 2026-06 (from id) nvidia/cosmos/evaluation/cosmos3/reasoner/vlmevalkit/cosmos_eval/run_all.py 960ee14de9b20b31 ran licence not identified · pointer only
PolySpeech-100: A Large-Scale Benchmark for Speech Understanding Across 100+ Languages and Dialects added by Syntology 2026-06 (from id) rany2/edge-tts/src/edge_tts/srt_composer.py b05db1c86246d8d9 unverified licence not identified · pointer only
Systematic Reasoning About Relational Domains With Graph Neural Networks 24 Jul 2024 erg0dic/gnn-sg/src/comp_dataset_generator.py ae574bc97431f499 unverified MIT (permissive)
Automatic Functional Differentiation in JAX 30 Nov 2023 sail-sg/autofd/autofd/operators/transforms.py f12c821c31198760 unverified Apache-2.0 (permissive)
Unsupervised Cross-lingual Representation Learning at Scale 5 Nov 2019 facebookresearch/cc_net/cc_net/jsonql.py 4bb30f62c8aa7df1 unverified MIT recorded; this copy not marked cleared · pointer only
ADef: an Iterative Algorithm to Construct Adversarial Deformations 20 Apr 2018 MashmallowWoR/AdversarialDeformation/deformation.py 31deacf1001ce267 ran · fixture could not drive it Apache-2.0 (permissive)
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing 5 Mar 2018 chenhsuanlin/spatial-transformer-GAN/glasses/warp.py d333acbd22f1fd12 unverified MIT (permissive)
Inverse Compositional Spatial Transformer Networks 12 Dec 2016 chenhsuanlin/inverse-compositional-STN/MNIST-pytorch/warp.py 2c9f16bc5becd024 unverified MIT (permissive)
Inverse Compositional Spatial Transformer Networks 12 Dec 2016 chenhsuanlin/inverse-compositional-STN/MNIST-tensorflow/warp.py 596305e0db476c13 unverified MIT (permissive)
Deep Residual Learning for Image Recognition 10 Dec 2015 oxygen0605/ImageClassification/ResNet.py 3d95bd10a6ee954b unverified no licence file found · pointer only

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