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rk4

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

rk4 appears in the code Syntology harvested for 7 papers, as 6 distinct code bodies found in 7 places (a place is one code body under one paper). At least one of them ran in 1 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 rk4 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 6 distinct code bodies named rk4; 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
1ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 0 of the 7 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

7 papers shown of 7, newest first; 7 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. 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
An Ensemble Score Filter for Tracking High-Dimensional Nonlinear Dynamical Systems 2 Sep 2023 zezhongzhang/ensf/ScoreFilter/utils.py dd5289b5991ad6a1 ran MIT (permissive)
Koopman Kernel Regression 25 May 2023 TUM-ITR/koopcore/koopcore/auxilliary/dynamical_systems.py f6b71302a6d554f3 unverified MIT (permissive)
Port-Hamiltonian Neural Networks for Learning Explicit Time-Dependent Dynamical Systems 16 Jul 2021 shaandesai1/PortHNN/utils.py 1235761bb975f44c unverified MIT (permissive)
Variational Integrator Graph Networks for Learning Energy Conserving Dynamical Systems 28 Apr 2020 shaandesai1/VIGN/utils.py 1235761bb975f44c unverified MIT (permissive)
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning 17 Feb 2020 albertometelli/pfqi/trlib/environments/acrobot_multitask.py f484ea31b437dd66 unverified MIT (permissive)
Hamiltonian Neural Networks 4 Jun 2019 greydanus/hamiltonian-nn/hnn.py 17a5fed7d8573e71 unverified Apache-2.0 (permissive)
Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement 22 Oct 2018 samuelfneumann/greedyac/env/Acrobot.py 849841b638e7d288 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