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take

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

take appears in the code Syntology harvested for 8 papers, as 5 distinct code bodies found in 8 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 2 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 take 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 5 of the 5 distinct code bodies named take; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 3 of the 8 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

8 papers shown of 8, newest first; 8 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 1 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
Hyrax: An Extensible Framework for Rapid ML Experimentation and Unsupervised Discovery in the Era of Rubin, Roman, and Euclid added by Syntology 2026-05 (from id) more-itertools/more-itertools/more_itertools/recipes.py 156b3c696d0bc8d5 ran MIT (permissive)
Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data 20 Jul 2024 EleutherAI/the-pile/the_pile/pile.py 7ed0726edbb13bb5 ran · honoured contract MIT (permissive)
On-the-fly Definition Augmentation of LLMs for Biomedical NER 29 Mar 2024 allenai/beacon/finetuning_data/conll_formatting.py 93075ac4da9d7fb7 ran fingerprinted Apache-2.0 (permissive)
Aligning Large Language Models with Human Opinions through Persona Selection and Value--Belief--Norm Reasoning 14 Nov 2023 dxlong2000/coo/src/gptinference/utils.py 91a346890319e7f8 ran fingerprinted no licence file found · pointer only
Datasheet for the Pile 13 Jan 2022 identical code first harvested elsewhere 7ed0726edbb13bb5 ran · honoured contract licence of this copy not recorded
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation 23 Nov 2021 davzha/multiset-equivariance/analysis/plot-clevr.py 861885a08ceef677 ran · honoured contract no licence file found · pointer only
The Pile: An 800GB Dataset of Diverse Text for Language Modeling 31 Dec 2020 EleutherAI/The-Pile/the_pile/pile.py 7ed0726edbb13bb5 ran · honoured contract MIT (permissive)
Deep Set Prediction Networks 15 Jun 2019 Cyanogenoid/dspn/dspn/plot-state-progress.py 861885a08ceef677 ran · honoured contract 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