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SiLU

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

SiLU appears in the code Syntology harvested for 8 papers, as 9 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 8 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 SiLU 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 9 of the 9 distinct code bodies named SiLU; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
9ran
0unverified
8fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 9 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; 9 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
Training-Free Adaptation of Diffusion Models via Doob's h-Transform added by Syntology 2026-02 (from id) liamyzq/Doob_training_free_adaptation/search/doob_search.py bf39bc92e363e115 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
A Multivariate Parameter-Efficient Fine-Tuning Framework for Few-shot Remaining Useful Life Prediction based on Cross-domain Time Series Representation Model added by Syntology 2026-01 (from id) fuen1590/PEFT-MuTS/models/peft_muts.py a3d089fd48ef0b7b ran fingerprinted no licence file found · pointer only
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts 24 Oct 2023 DiLi-Lab/ScanDL/scandl/sp_transformer_model.py f378e3c2e0e7259f ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Sin3DM: Learning a Diffusion Model from a Single 3D Textured Shape 24 May 2023 sin3dm/sin3dm/src/diffusion/unet_triplane.py 5465fa33e2f8631e ran · metamorphic tier: invariant fingerprinted MIT (permissive)
LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation 30 Mar 2023 zgctroy/layoutdiffusion/layout_diffusion/layout_diffusion_unet.py 52fcaa6065df3ee1 ran fingerprinted MIT (permissive)
Diffusion Models Beat GANs on Image Synthesis 11 May 2021 Janspiry/Palette-Image-to-Image-Diffusion-Models/models/guided_diffusion_modules/unet.py 1da15c720fdd1b92 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 28 May 2019 clovaai/rexnet/rexnetv1.py 042c12e604840fe5 ran MIT (permissive)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 28 May 2019 facebookresearch/pycls/pycls/models/effnet.py ec1871ecab27eb74 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
Aggregated Residual Transformations for Deep Neural Networks 16 Nov 2016 facebookresearch/pycls/pycls/models/anynet.py 6d6a7258c7deca90 ran · metamorphic tier: deterministic 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