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ActNorm

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

ActNorm appears in the code Syntology harvested for 10 papers, as 15 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 9 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 ActNorm 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 15 of the 15 distinct code bodies named ActNorm; 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
15ran
0unverified
9fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 15 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

10 papers shown of 10, newest first; 15 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
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension 12 Mar 2024 zh460045050/V2L-Tokenizer/models/models_v2l.py 83318aade307ecf5 ran · metamorphic tier: invariant no licence file found · pointer only
MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation 15 May 2023 violet-sto/molhf/models/MolHF.py 62239b0f787c9409 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows 9 Jun 2021 layer6ai-labs/CEF/nflows/transforms/conformal.py bd6bbeba4a14e67c ran fingerprinted MIT (permissive)
AgeFlow: Conditional Age Progression and Regression with Normalizing Flows 15 May 2021 Hzzone/AgeFlow/flow/models.py 67d781f4602f02f5 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Stochastic Image-to-Video Synthesis using cINNs 10 May 2021 CompVis/image2video-synthesis-using-cINNs/stage2_cINN/modules/flow_blocks.py d2651b54a261ca07 ran MIT (permissive)
Strictly Batch Imitation Learning by Energy-based Distribution Matching 25 Jun 2020 wgrathwohl/JEM/train_wrn_ebm.py c22f2d08409192a0 ran · metamorphic tier: deterministic fingerprinted Apache-2.0 (permissive)
Deep Structural Causal Models for Tractable Counterfactual Inference 11 Jun 2020 biomedia-mira/deepscm/deepscm/experiments/morphomnist/nf/conditional_flow_sem.py f68de70f80950eeb ran · metamorphic tier: deterministic MIT (permissive)
WaveNODE: A Continuous Normalizing Flow for Speech Synthesis 8 Jun 2020 ANLGBOY/WaveNODE/model.py 4fa32e8020935bfa ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Glow: Generative Flow with Invertible 1x1 Convolutions 9 Jul 2018 rosinality/glow-pytorch/model.py 595f289e212c9b26 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Glow: Generative Flow with Invertible 1x1 Convolutions 9 Jul 2018 chrischute/glow/models/glow/glow.py 65fc1df1616202de ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Glow: Generative Flow with Invertible 1x1 Convolutions 9 Jul 2018 vvvm23/glow/glow/glow.py 0312a33dd14621de ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Glow: Generative Flow with Invertible 1x1 Convolutions 9 Jul 2018 rhychen/Glow/models/glow.py dfdfca3351e28290 ran no licence file found · pointer only
Glow: Generative Flow with Invertible 1x1 Convolutions 9 Jul 2018 ClaraBing/flow/models/glow/glow.py 3bff339fa799f507 ran MIT (permissive)
Glow: Generative Flow with Invertible 1x1 Convolutions 9 Jul 2018 KiUngSong/Generative-Models/Glow/Glow_pytorch.py 28fdcb25a21f1a5e ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Masked Autoregressive Flow for Density Estimation 19 May 2017 mahkons/flows/MAF/MAF.py 1497a8b2b937dd04 ran 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