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sample_normal

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

sample_normal appears in the code Syntology harvested for 7 papers, as 7 distinct code bodies found in 7 places (a place is one code body under one paper). At least one of them ran in 4 of the papers; 2 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 sample_normal 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 sample_normal; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
1ran
3unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 7 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

7 papers shown of 7, newest first; 7 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
Disjoint or Overlapping? Inference Windowing for Reconstruction-Based Time Series Anomaly Detection added by Syntology 2026-06 (from id) thedatumorg/TSB-AD/TSB_AD/models/Donut.py 3e7537cf28935a1b ran Apache-2.0 (permissive)
Massively Parallel Imitation Learning of Mouse Forelimb Musculoskeletal Reaching Dynamics added by Syntology 2025-11 (from id) talmolab/track-mjx/track_mjx/random_utils.py 524f92f4d7f29dd0 unverified BSD-3-Clause (permissive)
Gotta Hear Them All: Sound Source Aware Vision to Audio Generation 23 Nov 2024 wguo86/ssv2a/ssv2a/model/modules.py 1660a4dd4e4eddb7 unverified no licence file found · pointer only
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks 17 May 2023 lmsdss/metamodulation/cbn.py 0385e40781e60b9e ran · our draft was wrong MIT (permissive)
Fast Lossless Neural Compression with Integer-Only Discrete Flows 17 Jun 2022 thu-ml/iodf/core/models/flow.py 64ca67dc6ee10796 ran · honoured contract fingerprinted MIT (permissive)
Continuous Latent Process Flows 29 Jun 2021 borealisai/continuous-latent-process-flows/models/clpf.py c21ad9c95f420573 ran · our draft was wrong fingerprinted licence not identified · pointer only
Meta-Learning Probabilistic Inference For Prediction 24 May 2018 Gordonjo/versa/src/utilities.py 4a6c83ecf1b78179 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