Home › Code › mean_std

mean_std

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

mean_std appears in the code Syntology harvested for 12 papers, as 13 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 8 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 mean_std 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 13 distinct code bodies named mean_std; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
8ran
5unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 13 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

12 papers shown of 12, newest first; 13 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 5 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
TRUE-Colon: Exposing a Consistent Transfer Asymmetry in Real-Time Polyp Detection added by Syntology 2026-08 (from id) sdoerrich97/true-colon/true_colon/_aggregate.py 0428064eb6ef2f69 ran fingerprinted licence not identified · pointer only
The Evaluation Protocol Determines the Result: An Independent Reproduction of LeWorldModel on TwoRoom added by Syntology 2026-08 (from id) joyjeet-singh/tinylab/analyze_reach.py 59c745351e159725 ran fingerprinted no licence file found · pointer only
An End-to-End Hybrid Quantum-Classical Sampling Workflow for Discrete Markov Random Fields: A Reproducible Case Study added by Syntology 2026-07 (from id) arulrhikm/QuantumDGM/experiments/plotting.py d63a0e4a54beeeeb ran MIT (permissive)
Affinity Is Not Enough: Recovering the Free Energy Principle in Mixture-of-Experts added by Syntology 2026-05 (from id) russellwmy/affinity-is-not-enough/prototype/ablation.py b2a4256fd27b02e6 ran fingerprinted MIT (permissive)
Revisiting the LiRA Membership Inference Attack Under Realistic Assumptions added by Syntology 2026-03 (from id) najeebjebreel/lira_analysis/comprehensive_analysis/rank_stability_utils.py 2aa1b93743d08c9d unverified MIT (permissive)
SUM: Saliency Unification through Mamba for Visual Attention Modeling 25 Jun 2024 Arhosseini77/SUM/optuna_network.py f0c787b1471d4421 ran fingerprinted MIT (permissive)
Unleashing the Potential of Diffusion Models for Incomplete Data Imputation 31 May 2024 hengruizhang98/DiffPuter/dataset.py b562880458cb56e8 ran MIT (permissive)
Gradual Optimization Learning for Conformational Energy Minimization 5 Nov 2023 airi-institute/golf/read_evaluation_metrics.py d7a78068f73dfc9f ran MIT (permissive)
Learning Performance-Improving Code Edits 15 Feb 2023 madaan/pie-perf/src/codenet_eval/run_eval.py c101803bbb9b31c7 ran no licence file found · pointer only
Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors 31 Oct 2022 optimal-pse-lab/pulsed-reactor-optimisation/utils.py 721211fed75787ee unverified MIT (permissive)
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer 26 May 2019 SBU-BMI/quip_cancer_segmentation/training/train_cancer_cnn_Resnet_pretrained.py 0af87439d7fc1b7c unverified BSD-3-Clause (permissive)
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer 26 May 2019 SBU-BMI/quip_cancer_segmentation/prediction/tumor_pred/pred.py a747d54887b41cbe unverified BSD-3-Clause (permissive)
Distilling the Knowledge in a Neural Network 9 Mar 2015 knotgrass/Knowledge-Distillation/distiller/pseudo_label.py 9f00b79fbcd75706 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