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get_outputs

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

get_outputs appears in the code Syntology harvested for 7 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 4 of the papers; 0 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 get_outputs 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 8 distinct code bodies named get_outputs; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

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

7 papers shown of 7, 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
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation 28 Oct 2024 Graph-COM/SubgraphRAG/reason/llm_utils.py d55e014013622a43 unverified MIT (permissive)
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning 21 Feb 2024 sail-sg/sdft/eval/utils.py b193dd7920d260e3 ran no licence file found · pointer only
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations 14 Feb 2023 pykt-team/pykt-toolkit/pykt/models/qikt.py d64e5058e11fc74e ran · fixture could not drive it MIT (permissive)
In-context Examples Selection for Machine Translation 5 Dec 2022 sweta20/incontextmt/run_metrics_eval.py 9213942ca8c46cb3 ran · our draft was wrong no licence file found · pointer only
Optimal and Adaptive Monteiro-Svaiter Acceleration 2022-05 (from id) danielle-hausler/ms-optimal/algorithms/ms_algorithm.py 7498c1f486e35816 unverified MIT (permissive)
Optimal and Adaptive Monteiro-Svaiter Acceleration 2022-05 (from id) danielle-hausler/ms-optimal/algorithms/newton.py 5ba46eacdbd891e9 unverified MIT (permissive)
BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing 17 Aug 2021 arghosh/bobcat/model.py 98d34936f4d8072b ran · honoured contract MIT (permissive)
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation 27 Aug 2019 xn1997/HigherHRnet/lib/core/inference.py 9cf201ffe0770f4a 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