Home › Code › sign

sign

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

sign appears in the code Syntology harvested for 10 papers, as 9 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 6 of the papers; 4 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 sign 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 9 distinct code bodies named sign; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
3ran
4unverified
4fingerprinted

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

10 papers shown of 10, 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
Collaborative Human-Agent Protocol (CHAP) An open protocol for auditable, structured multi-human and multi-agent collaboration added by Syntology 2026-06 (from id) BrightbeamAI/chap/packages/coordinator-py/chap_coordinator/crypto.py e5996c400ed86e87 ran Apache-2.0 (permissive)
Boolean Satisfiability via Imitation Learning added by Syntology 2025-09 (from id) zewei-Zhang/ImitSAT/ImitSAT/ImitSAT_MiniSAT.py 383136cc51620a27 ran · violated contract fingerprinted licence not identified · pointer only
ARNIQA: Learning Distortion Manifold for Image Quality Assessment 20 Oct 2023 miccunifi/arniqa/utils/utils_distortions.py 403df393850e86d3 ran fingerprinted Apache-2.0 (permissive)
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer 10 Jun 2023 gatech-eic/shiftaddvit/pvt/deepshift/modules.py 3b470af6a393acb1 unverified Apache-2.0 (permissive)
Representation Learning via Manifold Flattening and Reconstruction 2 May 2023 michael-psenka/manifold-linearization/models/umap_scripts/distances.py d1cc2925adf7260d unverified MIT (permissive)
Kernelized Heterogeneous Risk Minimization 24 Oct 2021 ljsthu/kernelized-hrm/KernelHRM_sim2.py 3b6283c878822a61 ran · honoured contract fingerprinted no licence file found · pointer only
Heterogeneous Risk Minimization 9 May 2021 identical code first harvested elsewhere 3b6283c878822a61 ran · honoured contract fingerprinted licence of this copy not recorded
k-simplex2vec: a simplicial extension of node2vec 12 Oct 2020 celiahacker/k-simplex2vec/k_simplex2vec.py 36197426e216d22b unverified MIT (permissive)
Faster Binary Embeddings for Preserving Euclidean Distances 1 Oct 2020 jayzhang0727/Faster-Binary-Embeddings-for-Preserving-Euclidean-Distances/quantizer.py 902d718e6fa622f5 ran fingerprinted no licence file found · pointer only
Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization 5 Jun 2019 larq/larq/larq/math.py a7204bb0e23dc1a2 unverified 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