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get_entropy

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

get_entropy appears in the code Syntology harvested for 18 papers, as 17 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 13 of the papers; 7 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_entropy 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 12 of the 17 distinct code bodies named get_entropy; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
6ran · our draft was wrong
1ran · fixture could not drive it
3ran
5unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 8 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
Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation 4 Jun 2025 Sapphire-356/TASC/train_sapphire_TASCBase.py 2904c1a5e4c8fd97 unverified MIT (permissive)
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping 20 Oct 2024 taolinzhang/boostadapter/runner.py f61d80185edfb078 ran MIT (permissive)
Empirical evaluation of Uncertainty Quantification in Retrieval-Augmented Language Models for Science 15 Nov 2023 pnnl/expert2/model/evaluation_scripts/custom_evaluate.py 274a5f5175c05893 ran BSD-2-Clause (permissive)
On Memorization and Privacy Risks of Sharpness Aware Minimization 30 Sep 2023 inspire-group/MIAdefenseSELENA/attack/dsq_attack.py 7f77c88b76031ff0 ran MIT (permissive)
Estimating Conditional Mutual Information for Dynamic Feature Selection 5 Jun 2023 suinleelab/dime/dime/cmi_estimator.py af280a71e2e6e9f0 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models 29 Apr 2023 korawat-tanwisuth/POUF/pouf_lvm/examples/pouf/image_classification/pouf.py a7625322cc9fda06 ran · our draft was wrong fingerprinted no licence file found · pointer only
MABSplit: Faster Forest Training Using Multi-Armed Bandits 14 Dec 2022 thrungroup/fastforest/utils/solvers.py c11ef2293c1894fc ran · fixture could not drive it fingerprinted no licence file found · pointer only
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models 2 Aug 2022 yy6linda/synthetic-ehr-benchmarking/privacy_evaluation/Synthetic_risk_model_attr.py aa43b0b035541e98 unverified MIT (permissive)
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks 20 Jun 2022 graphframex/graphframex/code/evaluate/mask_utils.py 666c8934355b4dcf ran · honoured contract no licence file found · pointer only
Realistic Evaluation of Transductive Few-Shot Learning 24 Apr 2022 oveilleux/realistic_transductive_few_shot/src/methods/tim.py e6a5040deda27fed unverified no licence file found · pointer only
Linear Adversarial Concept Erasure 28 Jan 2022 shauli-ravfogel/rlace-icml/rlace.py e50fcbca94b3abf5 ran · our draft was wrong fingerprinted no licence file found · pointer only
Leveraging Unlabeled Data to Predict Out-of-Distribution Performance 11 Jan 2022 saurabhgarg1996/atc_code/ATC_helper.py 78930d84e33719b5 unverified Apache-2.0 (permissive)
Explaining Time Series Predictions with Dynamic Masks 9 Jun 2021 JonathanCrabbe/Dynamask/attribution/mask.py bed3944a2f922019 ran · our draft was wrong fingerprinted MIT (permissive)
Self-Distillation as Instance-Specific Label Smoothing 9 Jun 2020 ZhiluZhang123/neurips_2020_distillation/loss.py b5e4e66a4c429046 ran · our draft was wrong fingerprinted no licence file found · pointer only
Policy Learning for Fairness in Ranking 11 Feb 2019 ashudeep/Fair-PGRank/train_yahoo_dataset.py cd0eee905c41d0c4 ran · honoured contract fingerprinted no licence file found · pointer only
Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow 1 Oct 2018 reinforcement-learning-kr/lets-do-irl/mujoco/gail/utils/utils.py f80db665bb06675c unverified MIT (permissive)
HyperNetworks 27 Sep 2016 gtegner/hyper-gan/hypergan_utils.py 410618de180f045a ran · our draft was wrong no licence file found · pointer only
arXiv:ijcai2025_0115 Gwxer/Hierarchical-Adapter/tda_help.py f61d80185edfb078 ran 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