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run_experiment

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

run_experiment appears in the code Syntology harvested for 22 papers, as 22 distinct code bodies found in 22 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 1 of the code bodies carries 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 run_experiment 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 8 of the 22 distinct code bodies named run_experiment; 14 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
0ran · fixture could not drive it
3ran
14unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 22 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

22 papers shown of 22, newest first; 22 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
Fleet: Few Shots Lead Effective AI-generated Image Detection added by Syntology 2026-06 (from id) ICTMCG/Fleet/src/fleet/train/fewshot_experiment.py 5afbfae2678a5e07 unverified Apache-2.0 (permissive)
When and Why SignSGD Outperforms SGD: A Theoretical Study Based on ℓ 1 -norm Lower Bounds added by Syntology 2026-05 (from id) Dingzhen230/SignSGD_Outperforms_SGD/toy_models/sto.py d83a5bca8e23539e ran no licence file found · pointer only
LAMUS: A Large-Scale Corpus for Legal Argument Mining from U.S. Caselaw using LLMs added by Syntology 2026-03 (from id) LavanyaPobbathi/LAMUS/code/experiment/A_run_4_models_1st.py 6f66e2e1e82555cf unverified no licence file found · pointer only
Certified Unlearning for Neural Networks 8 Jun 2025 stair-lab/certified-unlearning-neural-networks-icml-2025/run_exp.py 0cba600c66766b28 unverified MIT (permissive)
Risk-Averse Finetuning of Large Language Models 12 Jan 2025 sapanachaudhary/ra-rlhf/benchmark/benchmark.py d6e962139d6c0dec unverified Apache-2.0 (permissive)
The Statistical Accuracy of Neural Posterior and Likelihood Estimation 18 Nov 2024 RyanJafefKelly/npe_convergence/npe_convergence/scripts/run_experiment.py 28e1589ab34256f6 unverified MIT (permissive)
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 12 Aug 2024 sakanaai/ai-scientist/ai_scientist/perform_experiments.py 8d71b435fe16e51f ran licence not identified · pointer only
The Data Addition Dilemma 8 Aug 2024 the-chen-lab/data-addition-dilemma/Yelp-MIMIC/run_mixture.py bb6dd2f3e62967b9 ran no licence file found · pointer only
Robust Conformal Volume Estimation in 3D Medical Images 29 Jul 2024 benolmbrt/wcp_miccai/weighted_cp.py a7ebd500b8420939 unverified no licence file found · pointer only
Robust Conformal Prediction Using Privileged Information 8 Jun 2024 Shai128/pcp/src/run_experiment.py f7cbc2cf0fc5f7da ran · our draft was wrong MIT (permissive)
Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments 4 Jun 2024 AlaaLab/conformal-metalearners/run_conformal_metalearners.py 225998302c2fd076 unverified no licence file found · pointer only
Language Models Represent Space and Time 3 Oct 2023 wesg52/world-models/generalization_experiment.py eeab6f68b890a0fb unverified MIT (permissive)
An Adaptive Tangent Feature Perspective of Neural Networks 29 Aug 2023 dlej/adaptive-feature-perspective/batch_gpu.py 48e54303d2ca26ec unverified no licence file found · pointer only
Pseudo-Labeling for Kernel Ridge Regression under Covariate Shift 20 Feb 2023 kw2934/krr/KRR.py e560621f86aa8a37 unverified MIT (permissive)
Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions 11 Jul 2022 heinerkremer/functional-gel/run_experiment.py 8dfc976d4c69f79b unverified MIT (permissive)
An Alternate Policy Gradient Estimator for Softmax Policies 22 Dec 2021 svmgrg/alternate_pg/neural/nn_experiment.py 430d245b6b2253f7 ran · our draft was wrong fingerprinted MIT (permissive)
Differentially Private Regret Minimization in Episodic Markov Decision Processes 20 Dec 2021 xingyuzhou989/privatetabularrl/src/experiment.py b869db27b44dccef ran · honoured contract MIT (permissive)
Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits 3 Jun 2021 gsbDBI/contextual_bandits_evaluation/adaptive/experiment.py 9ecb20e1fe43bf2b unverified MIT (permissive)
Influence Estimation for Generative Adversarial Networks 20 Jan 2021 hitachi-rd-cv/influence-estimation-for-gans/experiments/lininfl.py 15d25954ccb3bef3 ran · honoured contract MIT (permissive)
Commonsense Knowledge Mining from Pretrained Models 2 Sep 2019 gychant/CSKMTermDefn/Extracting-CK-from-Large-LM/wiktionary_experiment.py 156dd2cf88dd53dd ran · our draft was wrong MIT (permissive)
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms 24 Apr 2018 melkherj/puddle/puddle/active_evaluate.py 4f47977b925bb5e5 unverified MIT (permissive)
ImageNet Large Scale Visual Recognition Challenge 1 Sep 2014 y2l/meta-transfer-learning-tensorflow/tensorflow/run_experiment.py cbc206e8ce0aee30 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".

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