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expand_dim

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

expand_dim appears in the code Syntology harvested for 11 papers, as 7 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 8 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 expand_dim 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 7 distinct code bodies named expand_dim; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 3 of the 12 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; 12 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
Learning A Low-Level Vision Generalist via Visual Task Prompt 16 Aug 2024 chxy95/genlv/conference_version/models_xrestormer_prompt_crossattn_wores.py 042da966a79899bf ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising 11 Apr 2024 nagejacob/tbsn/network/base_function.py 042da966a79899bf ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
A Comparative Study of Image Restoration Networks for General Backbone Network Design 18 Oct 2023 andrew0613/x-restormer/xrestormer/archs/xrestormer_arch.py 042da966a79899bf ran · our draft was wrong fingerprinted MIT (permissive)
A Benchmark for Compositional Visual Reasoning 11 Jun 2022 aimzer/cvr/models/scn.py 270b669b4662f5c1 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer 28 Aug 2021 identical code first harvested elsewhere 270b669b4662f5c1 ran · our draft was wrong fingerprinted licence of this copy not recorded
Scaling Local Self-Attention for Parameter Efficient Visual Backbones 23 Mar 2021 xmu-xiaoma666/External-Attention-pytorch/model/attention/HaloAttention.py 042da966a79899bf ran · our draft was wrong fingerprinted MIT (permissive)
Scaling Local Self-Attention for Parameter Efficient Visual Backbones 23 Mar 2021 qwopqwop200/halonet-tf2/halonet.py c408fb0e411bf284 ran · fixture could not drive it MIT (permissive)
Bottleneck Transformers for Visual Recognition 27 Jan 2021 BIGBALLON/distribuuuu/distribuuuu/models/botnet.py ddac376537265a32 ran · our draft was wrong fingerprinted MIT (permissive)
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning 8 Jul 2020 lucidrains/scattering-compositional-learner/scattering_transform/scattering_transform.py 270b669b4662f5c1 ran · our draft was wrong fingerprinted no licence file found · pointer only
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 26 Sep 2019 lucidrains/sinkhorn-transformer/sinkhorn_transformer/sinkhorn_transformer.py 0d18b4b512155169 unverified MIT (permissive)
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC) 13 Oct 2017 dropoutlabs/encrypted-skin-cancer-detection/transform_to_pb.py 1a75084430aa4a7a unverified Apache-2.0 (permissive)
Convolutional neural network architecture for geometric matching 16 Mar 2017 ignacio-rocco/cnngeometric_pytorch/util/torch_util.py 82adf7750dd7a3e7 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