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NetworkBlock

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

NetworkBlock appears in the code Syntology harvested for 6 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 5 of the papers; 7 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 NetworkBlock 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 8 of the 9 distinct code bodies named NetworkBlock; 1 is 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
8ran
1unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 4 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

6 papers shown of 6, 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. 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
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense 30 Oct 2024 cas-aisafetybasicresearchgroup/causaldiff/model/unet_autoenc.py 7e8b3a3ffd864e29 unverified MIT (permissive)
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering 20 Jul 2023 dyjdongyijun/semi_supervised_knowledge_distillation/models/wideresnet.py c4636e780898f2ee ran fingerprinted MIT (permissive)
ChebLieNet: Invariant Spectral Graph NNs Turned Equivariant by Riemannian Geometry on Lie Groups 23 Nov 2021 haguettaz/cheblienet/cheblienet/nn/models/chebnets.py e3858afd2801cd25 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness 15 Oct 2020 garyzhao/ME-ADA/model_cifar.py 6aa4a39a16fbc4fc ran fingerprinted BSD-3-Clause (permissive)
MixMatch: A Holistic Approach to Semi-Supervised Learning 6 May 2019 atinghosh/mixmatch_pytorch/network_mod.py 2950d5425e9dd18b ran fingerprinted no licence file found · pointer only
Wide Residual Networks 23 May 2016 albertmillan/adversarial-training-pytorch/model.py db462e0cc17e19f9 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Wide Residual Networks 23 May 2016 sour4bh/cifar-10/wide_resnet.py dc96cf9441e16644 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Wide Residual Networks 23 May 2016 rishabh135/foodx/wideresnet.py 75491d4aaaddaa7c ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Wide Residual Networks 23 May 2016 yanivbl6/fixup/model.py 39279dbee87752b7 ran no licence file found · pointer only

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