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

info appears in the code Syntology harvested for 11 papers, as 11 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 1 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 info 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 11 distinct code bodies named info; 10 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
0ran
10unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 4 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, and the graph's for 2 papers added by Syntology; 3 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
FIRMA: FIbonacci Ring Model Aggregation for Privacy-preserving Federated Learning added by Syntology 2026-05 (from id) Hedjrachid/FIRMA/fibfl/fibfl.py 7c7c17652fbae0a3 unverified MIT (permissive)
SEval-NAS: A Search-Agnostic Evaluation for Neural Architecture Search added by Syntology 2026-03 (from id) Analytics-Everywhere-Lab/neural-architecture-search/Comparisons/FreeREA/nas_utils_modified.py 81c37f314aea5da1 unverified no licence file found · pointer only
arXiv:2507.02843 2025-07 (from id) AliciaCurth/CATENets/catenets/models/jax/disentangled_nets.py 89a20dc71d860adc unverified BSD-3-Clause (permissive)
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization 10 May 2024 zhiyuan-ning/GenerativeFL/autos/model.py 0f0a1731b084356f unverified no licence file found · pointer only
Adaptive Frequency Filters As Efficient Global Token Mixers 26 Jul 2023 NWPU-Li/AFFNet/aff_block_LL.py cfe97b03566da974 unverified no licence file found · pointer only
Synthetic data, real errors: how (not) to publish and use synthetic data 16 May 2023 bvanbreugel/deep_generative_ensemble/DGE_utils.py 3150dee7f480c2a8 unverified no licence file found · pointer only
Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning 6 Feb 2023 flowersteam/grounding_llms_with_online_rl/experiments/agents/ppo/llm_ppo_agent.py a01836a09eb71d45 ran · our draft was wrong fingerprinted MIT (permissive)
Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments 20 Jan 2021 aklein1995/exploration_sil_im/rapid/rapid_agent.py b5664e29a5753d3d unverified MIT (permissive)
RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning 9 Nov 2016 aliengirlliv/teachable/algos/ppo.py 6665938be4c3f60c unverified MIT (permissive)
arXiv:ijcai2025_0949 RDLLab/pomdp-py-porpp/pomdp_py/utils/typ.py 13662ebc85ff2b0d unverified MIT (permissive)
arXiv:Fu_SACoD_Sensor_Algorithm_Co-Design_Towards_Efficient_CNN-Powered_Intelligent_PhlatCam_ICCV_2021_paper RICE-EIC/SACoD/get_arch.py b5674105537be8aa 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