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sum

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

sum appears in the code Syntology harvested for 11 papers, as 5 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 3 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 sum 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 1 of the 5 distinct code bodies named sum; 4 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
1ran
4unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 11 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

11 papers shown of 11, newest first; 11 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; 2 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
arXiv:2507.16459 2025-07 (from id) IBM/tool_guard/src/toolguard/common/array.py 8585b07f7d0add24 unverified Apache-2.0 (permissive)
Pan-Mamba: Effective pan-sharpening with State Space Model 19 Feb 2024 alexhe101/pan-mamba/pan-sharpening/model/thops.py 2a514ab150c75974 ran no licence file found · pointer only
Robust Multi-Agent Reinforcement Learning with State Uncertainty 30 Jul 2023 sihongho/robust_marl_with_state_uncertainty/RMA-AC/maddpg/common/tf_util.py fbab233112bf4d1e unverified no licence file found · pointer only
Cross-domain Neural Pitch and Periodicity Estimation 28 Jan 2023 interactiveaudiolab/penn/penn/periodicity.py 0d981de78258800e unverified MIT (permissive)
What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning? 6 Dec 2022 susanbao/rmarl_code/rmarl/maddpg/common/tf_util.py fbab233112bf4d1e unverified MIT recorded; this copy not marked cleared · pointer only
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling 11 Aug 2021 jingyunliang/hcflow/codes/models/modules/HCFlowNet_SR_arch.py 2a514ab150c75974 ran Apache-2.0 (permissive)
Principled Exploration via Optimistic Bootstrapping and Backward Induction 13 May 2021 rrmenon10/Bootstrapped-DQN/baselines/common/tf_util.py ec87a50ac64b9e20 unverified MIT recorded; this copy not marked cleared · pointer only
Distributed Prioritized Experience Replay 2 Mar 2018 uber-research/ape-x/tf_util.py ec87a50ac64b9e20 unverified Apache-2.0 (permissive)
Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight 2 Oct 2017 yenchenlin/rl-attack-detection/baselines/common/tf_util.py ec87a50ac64b9e20 unverified MIT recorded; this copy not marked cleared · pointer only
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments 7 Jun 2017 baoqianwang/iros22_darl1n/maddpg_o/maddpg_local/trainer/maddpg.py fbab233112bf4d1e unverified no licence file found · pointer only
arXiv:aaai_28395 yanzq95/SGNet/thops.py 2a514ab150c75974 ran Apache-2.0 (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