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Gaussian

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

Gaussian appears in the code Syntology harvested for 8 papers, as 8 distinct code bodies found in 8 places (a place is one code body under one paper). At least one of them ran in 3 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 Gaussian 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 3 of the 8 distinct code bodies named Gaussian; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
2ran
5unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 8 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

8 papers shown of 8, newest first; 8 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
Realistic Test-Time Adaptation of Vision-Language Models 7 Jan 2025 MaxZanella/StatA/solvers/StatA.py 628bc1963ce6c63e ran fingerprinted AGPL-3.0 (copyleft) · pointer only
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning 21 Aug 2023 taohan10200/STEERER/lib/models/build_counter.py 68ad0daec64d1269 unverified MIT (permissive)
Heteroscedastic Temporal Variational Autoencoder For Irregular Time Series 23 Jul 2021 reml-lab/hetvae/src/vae_models.py 3591ea5fef885b5f unverified MIT (permissive)
Evidential Deep Learning for Open Set Action Recognition 21 Jul 2021 jun-cen/psl/models/base/bnn.py 0532a5136c392c2c ran no licence file found · pointer only
Active Learning for Deep Object Detection via Probabilistic Modeling 30 Mar 2021 NVlabs/AL-MDN/layers/modules/multibox_loss_gmm.py 1e060c92c3aad845 ran · our draft was wrong fingerprinted licence not identified · pointer only
RNA Secondary Structure Prediction By Learning Unrolled Algorithms 13 Feb 2020 ml4bio/e2efold/e2efold/common/utils.py 133678d9013b3eeb unverified MIT (permissive)
Drawing Early-Bird Tickets: Towards More Efficient Training of Deep Networks 26 Sep 2019 RICE-EIC/Early-Bird-Tickets/filter.py f33359b7e60c47c1 unverified MIT (permissive)
Detecting Damped Lyman-$α$ Absorbers with Gaussian Processes 2016-05 (from id) rmgarnett/gp_dla_detection/CDDF_analysis/voigt.py a57bc207f6ddcefd 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