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Cell

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

Cell appears in the code Syntology harvested for 12 papers, as 20 distinct code bodies found in 20 places (a place is one code body under one paper). At least one of them ran in 2 of the papers; 0 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 Cell 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 20 distinct code bodies named Cell; 18 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
2ran
18unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 20 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

12 papers shown of 12, newest first; 20 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. 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
The Signal Rail: A Deterministic Motion Grammar for Communicating Conversational Agent State in Terminal Interfaces added by Syntology 2026-08 (from id) matteo-grella/signal-rail/rail.py 75808e604774b126 ran · metamorphic tier: deterministic MIT (permissive)
MGMAE: Motion Guided Masking for Video Masked Autoencoding 21 Aug 2023 mcg-nju/mgmae/dataset/masking_generator.py d940a3c59db071bf ran · metamorphic tier: deterministic MIT (permissive)
Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations 8 Jun 2023 hyeonjeongha/croze/zero_cost_methods/pruners/measures/croze.py 98c8da81dc39e416 unverified no licence file found · pointer only
Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search 20 Jun 2022 Euphoria16/Shapley-NAS/model_search.py 40f63134baaceef0 unverified no licence file found · pointer only
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization 5 Sep 2021 HaoyueBaiZJU/NAS-OoD/nas_ood_single/search/models/model_search.py 19970c3cb7f707a3 unverified no licence file found · pointer only
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets 2 Jul 2021 yuhuixu1993/PC-DARTS/model_search.py 18a2cee21566ce44 unverified no licence file found · pointer only
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding 13 Oct 2020 iboing/ISTA-NAS/ista_nas/search/models/model_search.py 7ccff887b0b2e72a unverified no licence file found · pointer only
NVAE: A Deep Hierarchical Variational Autoencoder 8 Jul 2020 NVlabs/NVAE/model.py 095d98d4a1f55bfd unverified licence not identified · pointer only
Geometry-Aware Gradient Algorithms for Neural Architecture Search 16 Apr 2020 NivNayman/XNAS/model.py f4c89acbb418f526 unverified Apache-2.0 (permissive)
DARTS: Differentiable Architecture Search 24 Jun 2018 sinamoradian/SNIP-NAS-2/model_search.py b942503e1dd182fd unverified no licence file found · pointer only
DARTS: Differentiable Architecture Search 24 Jun 2018 scz233/darts/cnn/model_search.py 0fe636ef4c24b753 unverified Apache-2.0 (permissive)
DARTS: Differentiable Architecture Search 24 Jun 2018 ahundt/sharpDARTS/cnn/model_search.py db3350a3fac19bd8 unverified Apache-2.0 (permissive)
DARTS: Differentiable Architecture Search 24 Jun 2018 IsmaelCesar/darts/cnn/model_search.py 199ca5f327d6e090 unverified Apache-2.0 (permissive)
DARTS: Differentiable Architecture Search 24 Jun 2018 AlvinIsonomia/darts.pytorch1.3_MultiGPU/cnn/model_search.py d7fc57471e4e6226 unverified Apache-2.0 (permissive)
DARTS: Differentiable Architecture Search 24 Jun 2018 brian-moser/dartsrenet/directional_model_cell.py 28cee2e19a5ecea9 unverified Apache-2.0 (permissive)
DARTS: Differentiable Architecture Search 24 Jun 2018 tianbaochou/CNAS/darts/model_search.py e4ed27635b405011 unverified no licence file found · pointer only
DARTS: Differentiable Architecture Search 24 Jun 2018 siddikui/Fast-DARTS/cnn/model_search.py 3b251cbe6ee1b4a7 unverified Apache-2.0 (permissive)
DARTS: Differentiable Architecture Search 24 Jun 2018 YushiChen/Auto-CNN-HSI-Classification/1D-Auto-CNN-Spectral-Classification/model_search.py 03ca0c73a8feffdd unverified no licence file found · pointer only
Learning Transferable Architectures for Scalable Image Recognition 21 Jul 2017 MarSaKi/nasnet/model.py 7e7f8c1742d5d0f1 unverified no licence file found · pointer only
New Algebraic Formulation of Density Functional Calculation wangenau/eminus/eminus/cell.py 5af9fa6bf39a4cdc 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