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read_label_file

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

read_label_file 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 3 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 read_label_file 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 5 distinct code bodies named read_label_file; 3 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
0ran
3unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 8 places is 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. 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
Logic Gate Neural Networks are Good for Verification 26 May 2025 HyberionBrew/difflogic_verify/datasets_neus/datasets_neus/mnist_dataset.py 8c947dbac76cd1ab unverified MIT (permissive)
Order Theory in the Context of Machine Learning 8 Dec 2024 Abhi-H/CNN-with-Fashion-MNIST-dataset/FashionMNISTwithCNN.py d2b1ee48c5fdcfd2 ran · honoured contract MIT (permissive)
Convolutional Differentiable Logic Gate Networks 7 Nov 2024 Felix-Petersen/difflogic/experiments/mnist_dataset.py 8c947dbac76cd1ab unverified MIT (permissive)
Geometry-Complete Diffusion for 3D Molecule Generation and Optimization 8 Feb 2023 bioinfomachinelearning/gcdm-sbdd/process_bindingmoad.py a05fbc2a9d5ee01c unverified MIT (permissive)
Data Models for Dataset Drift Controls in Machine Learning With Optical Images 4 Nov 2022 aiaudit-org/raw2logit/dataset.py 045190de81281aa8 unverified MIT (permissive)
Structure-based Drug Design with Equivariant Diffusion Models 24 Oct 2022 arneschneuing/diffsbdd/process_bindingmoad.py a05fbc2a9d5ee01c unverified MIT (permissive)
Rethinking Importance Weighting for Deep Learning under Distribution Shift 8 Jun 2020 TongtongFANG/DIW/diw.py e983c94b0048922f ran · honoured contract MIT (permissive)
L_DMI: An Information-theoretic Noise-robust Loss Function 8 Sep 2019 Newbeeer/L_DMI/fashion/fashion.py d2b1ee48c5fdcfd2 ran · honoured contract 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