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target2onehot

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

target2onehot appears in the code Syntology harvested for 8 papers, as 2 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 target2onehot 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 2 distinct code bodies named target2onehot; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 2 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; 1 papers have no page here and are shown by arXiv id only. 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
Fly-CL: A Fly-Inspired Framework for Enhancing Efficient Decorrelation and Reduced Training Time in Pre-trained Model-based Continual Representation Learning added by Syntology 2025-10 (from id) gfyddha/Fly-CL/utils.py 284e2e0345abe291 ran · our draft was wrong fingerprinted MIT (permissive)
MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning 12 Dec 2024 sun-hailong/aaai25-mos/utils/toolkit.py 284e2e0345abe291 ran · our draft was wrong fingerprinted no licence file found · pointer only
LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning 1 Oct 2024 liangzu/loranpac/models/ranpac.py 284e2e0345abe291 ran · our draft was wrong fingerprinted no licence file found · pointer only
Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers 9 Apr 2024 dipamgoswami/fscil-calibration/utils/toolkit.py 284e2e0345abe291 ran · our draft was wrong fingerprinted MIT (permissive)
Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models 13 Dec 2023 ky-ah/layup/src/modules/ridge.py 5924c99e9a1d5d6f ran fingerprinted MIT (permissive)
Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery 22 Jul 2023 longbai1006/cs-vqla/utils/toolkit.py 284e2e0345abe291 ran · our draft was wrong fingerprinted MIT (permissive)
RanPAC: Random Projections and Pre-trained Models for Continual Learning 5 Jul 2023 ranpac/ranpac/utils/toolkit.py 284e2e0345abe291 ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:aaai_26216 iamwangyabin/ESN/utils/toolkit.py 284e2e0345abe291 ran · our draft was wrong 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