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setminus

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

setminus appears in the code Syntology harvested for 7 papers, as 4 distinct code bodies found in 7 places (a place is one code body under one paper). At least one of them ran in 6 of the papers; 3 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 setminus 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 3 of the 4 distinct code bodies named setminus; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
1unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 7 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

7 papers shown of 7, newest first; 7 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
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement 29 Sep 2024 lioutang/unlearn-apollo-attack/attack.py f1ab27640c7765be unverified MIT (permissive)
Interventional Causal Discovery in a Mixture of DAGs 12 Jun 2024 bvarici/intervention-mixture-dag/utils.py 1c5c62c915a1cf36 ran fingerprinted Apache-2.0 (permissive)
Linear Causal Representation Learning from Unknown Multi-node Interventions 9 Jun 2024 acarturk-e/umni-crl/umni_crl.py 4ef279a94a85bf35 ran · violated contract fingerprinted Apache-2.0 (permissive)
Score-based Causal Representation Learning: Linear and General Transformations 1 Feb 2024 identical code first harvested elsewhere 4ef279a94a85bf35 ran · violated contract fingerprinted licence of this copy not recorded
Robust Offline Reinforcement learning with Heavy-Tailed Rewards 28 Oct 2023 mamba413/room/Cartpole/_util.py fe85da14d45dd5ae ran fingerprinted no licence file found · pointer only
General Identifiability and Achievability for Causal Representation Learning 24 Oct 2023 acarturk-e/score-based-crl/UMNI-CRL/umni_crl.py 4ef279a94a85bf35 ran · violated contract fingerprinted Apache-2.0 (permissive)
Deeply-Debiased Off-Policy Interval Estimation 10 May 2021 RunzheStat/D2OPE/_util.py fe85da14d45dd5ae ran fingerprinted 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