Home › Code › normal

normal

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

normal appears in the code Syntology harvested for 11 papers, as 8 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 7 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 normal 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 8 distinct code bodies named normal; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
2ran
4unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 11 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

11 papers shown of 11, newest first; 11 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
Controlled Dynamics Attractor Transformer added by Syntology 2026-06 (from id) identical code first harvested elsewhere d67b0a557c3733b2 ran · our draft was wrong licence of this copy not recorded
EmoLat: Text-driven Image Sentiment Transfer via Emotion Latent Space added by Syntology 2026-01 (from id) JingVIPLab/EmoLat/model/function.py 9cfa20df1a35d293 ran · our draft was wrong fingerprinted no licence file found · pointer only
Mamba-ST: State Space Model for Efficient Style Transfer 16 Sep 2024 filippobotti/mambast/function.py 9cfa20df1a35d293 ran · our draft was wrong fingerprinted no licence file found · pointer only
Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network 30 May 2024 ZszYmy9/Puff-Net/PuffNet.py 9cfa20df1a35d293 ran · our draft was wrong fingerprinted no licence file found · pointer only
Can GNN be Good Adapter for LLMs? 20 Feb 2024 hxttkl/GraphAdapter/finetune_utils.py 1c429c89fb9d3c9c ran fingerprinted no licence file found · pointer only
Scene-aware Human Motion Forecasting via Mutual Distance Prediction 1 Oct 2023 xccyue/MutualDistance/GTAIM/finalmodel/utils/geo_utils.py 34993200383d2f69 ran no licence file found · pointer only
Energy Transformer 14 Feb 2023 Lemon-cmd/energy-transformer-graph/src/model/et.py d67b0a557c3733b2 ran · our draft was wrong MIT (permissive)
Audio-Visual Efficient Conformer for Robust Speech Recognition 4 Jan 2023 burchim/avec/nnet/initializations.py a1dfc6d6c96e610b unverified Apache-2.0 (permissive)
On the Privacy Effect of Data Enhancement via the Lens of Memorization 17 Aug 2022 lixiaothu/privacy_and_aug/eval_privacy.py 5f7d0e7a485b4a1a unverified MIT (permissive)
Transforming and Projecting Images into Class-conditional Generative Networks 4 May 2020 minyoungg/pix2latent/pix2latent/distribution.py acf89c8da2fe2d27 unverified Apache-2.0 (permissive)
MCMC using Hamiltonian dynamics 2012-06 (from id) ricvalp/aisampler/aisampler/logistic_regression/densities.py 0bd227a6783875bd unverified 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