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residual

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

residual appears in the code Syntology harvested for 9 papers, as 8 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 4 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 residual 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 6 of the 8 distinct code bodies named residual; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
1ran · our draft was wrong
1ran · fixture could not drive it
3ran
2unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 5 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

9 papers shown of 9, 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, and the graph's for 3 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
FloDR: An invertible dimensionality reduction method based on a normalising flow added by Syntology 2026-07 (from id) daenuprobst/flodr/src/flodr/viz.py a259e1f617a3327d ran MIT (permissive)
Closing the Approximation Gap in Simulation-free Latent SDEs added by Syntology 2026-06 (from id) coursekevin/arlatentsde/arlatentsde/elbo.py 67108bf7a14e3435 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Causal discovery under mean independence and linearity added by Syntology 2026-05 (from id) alvaro-ribot/limiam/direct_limiam.py 9186b46a589acb05 ran · violated contract fingerprinted no licence file found · pointer only
Probabilistic Graph Rewiring via Virtual Nodes 27 May 2024 chendiqian/IPR-MPNN/models/nn_utils.py fbe819589c89fc7a ran fingerprinted no licence file found · pointer only
Probabilistically Rewired Message-Passing Neural Networks 3 Oct 2023 chendiqian/PR-MPNN/models/my_convs.py fbe819589c89fc7a ran fingerprinted no licence file found · pointer only
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules 5 Apr 2023 zhiqic/ChartReader/models/py_utils/kp.py c83b00138de50a06 ran fingerprinted no licence file found · pointer only
Data Feedback Loops: Model-driven Amplification of Dataset Biases 8 Sep 2022 rtaori/data_feedback/image_classification/baidunet.py dc51887b30539963 unverified Apache-2.0 (permissive)
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models 12 May 2022 hichamjanati/mutar/mutar/utils.py b4a8a1feba8a0ec5 unverified BSD-3-Clause (permissive)
Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning 24 Sep 2018 sepsamavi/safe-interactive-crowdnav/sicnav_diffusion/policy/sicnav_acados.py 7d2be47d2185bec0 ran · fixture could not drive it fingerprinted 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