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get_samples

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

get_samples appears in the code Syntology harvested for 18 papers, as 18 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 6 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_samples 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 18 distinct code bodies named get_samples; 12 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
1ran · fixture could not drive it
1ran
12unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 18 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

18 papers shown of 18, newest first; 18 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; 1 papers have no page here and are shown by arXiv id only. 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
Fair and Welfare-Efficient Constrained Multi-matchings under Uncertainty 4 Nov 2024 justinpayan/RAU2/src/compute_allocations.py a7d652246f3cd301 unverified no licence file found · pointer only
Do LLMs suffer from Multi-Party Hangover? A Diagnostic Approach to Addressee Recognition and Response Selection in Conversations 27 Sep 2024 dhfbk/MPH/diagnostic_analysis/prompt_design/0-verbose/mycode/tools.py 89725370a1e215c4 unverified no licence file found · pointer only
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness 25 Sep 2024 Shixuan-Ma/TOCSIN/TOCSIN.py bb9d821cd37f501a unverified MIT (permissive)
ReactZyme: A Benchmark for Enzyme-Reaction Prediction 24 Aug 2024 willhua127/reactzyme/data_utils.py 9c4e721069783c6b ran · our draft was wrong CC0-1.0 (permissive)
Conformal Performance Range Prediction for Segmentation Output Quality Control 18 Jul 2024 annawundram/PerformanceRangePrediction/PerformancePrediction.py c471b12d586d0dc4 unverified no licence file found · pointer only
N-Dimensional Gaussians for Fitting of High Dimensional Functions 30 May 2024 intel/ngd-fitting/synthetic/synthetic_preview.py 5e7d07ce905efe8f unverified MIT (permissive)
diff History for Neural Language Agents 12 Dec 2023 upiterbarg/diff_history/nethack_experiments/format_interaction_histories.py ac742238e5f3474d ran MIT (permissive)
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation 23 May 2023 WadeYin9712/Dynosaur/code/metadata_collection/download_data.py 8c06985d6cb4803e unverified Apache-2.0 (permissive)
Mixtures of All Trees 27 Feb 2023 ucla-starai/moat/sample.py 4573d66fb7a8a6b9 ran · fixture could not drive it no licence file found · pointer only
BNV-Fusion: Dense 3D Reconstruction using Bi-level Neural Volume Fusion 3 Apr 2022 likojack/bnv_fusion/src/utils/fusion_utils.py c05d35f03dc76e7c unverified MIT (permissive)
Symbolic Regression via Neural-Guided Genetic Programming Population Seeding 29 Oct 2021 brendenpetersen/deep-symbolic-optimization/dso/dso/memory.py fa4716b703136678 unverified BSD-3-Clause (permissive)
Conservative Objective Models for Effective Offline Model-Based Optimization 14 Jul 2021 dhbrookes/CbAS/src/optimization_algs.py 48906955911d7219 ran · our draft was wrong no licence file found · pointer only
ECINN: Efficient Counterfactuals from Invertible Neural Networks 25 Mar 2021 fhvilshoj/ecinn/counterfactual/cf_utils.py 72efcbcd9f4adb20 unverified MIT (permissive)
Examining the Ordering of Rhetorical Strategies in Persuasive Requests 9 Oct 2020 GT-SALT/Persuasive-Orderings/code/editing_utils.py c99352811ce651f3 unverified MIT (permissive)
The Gaussian equivalence of generative models for learning with shallow neural networks 25 Jun 2020 sgoldt/gaussian-equiv-2layer/deepgen_online.py 90cde0ebc61a7e8d ran · our draft was wrong no licence file found · pointer only
Balancing reconstruction error and Kullback-Leibler divergence in Variational Autoencoders 18 Feb 2020 lovelyscientist/rna-seq-vae/gtex_loader.py 42e0c9a532dc4421 unverified MIT (permissive)
Dynamic Routing Between Capsules 26 Oct 2017 soskek/dynamic_routing_between_capsules/visualize.py 19f6c412420d3c16 ran · our draft was wrong MIT (permissive)
arXiv:2023.emnlp-main.979 cyclexu/TacoPrompt/TacoPrompt/Few-shot-Prompting-Llama/infer.py 3b21b0ac2590ea20 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