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sample_q

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

sample_q appears in the code Syntology harvested for 5 papers, as 5 distinct code bodies found in 5 places (a place is one code body under one paper). At least one of them ran in 4 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 sample_q 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 4 of the 5 distinct code bodies named sample_q; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 3 of the 5 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

5 papers shown of 5, newest first; 5 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. 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
Bayesian Calibration of Win Rate Estimation with LLM Evaluators 7 Nov 2024 yale-nlp/bay-calibration-llm-evaluators/utils.py 7fe2951898a41c2d unverified Apache-2.0 (permissive)
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination 25 May 2024 Shelley-Golan/Boosting-via-Joint-Model/boost.py ac5778eda563af68 ran no licence file found · pointer only
TEA: Test-time Energy Adaptation 24 Nov 2023 yuanyige/tea/core/adazoo/energy.py c7bb6b60a3ef4df5 ran no licence file found · pointer only
Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders 19 Oct 2020 sisl/EvidentialSparsification/FashionMNIST/models.py 7a7ceb080de51174 ran · fixture could not drive it no licence file found · pointer only
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One 6 Dec 2019 wgrathwohl/JEM/eval_wrn_ebm.py 3152c073d34050ea ran · honoured contract 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