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to_str

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

to_str appears in the code Syntology harvested for 10 papers, as 10 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 5 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 to_str 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 5 of the 10 distinct code bodies named to_str; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
1ran · fixture could not drive it
0ran
5unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 10 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

10 papers shown of 10, newest first; 10 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
Gradient Routing: Masking Gradients to Localize Computation in Neural Networks 6 Oct 2024 kxcloud/gradient-routing/projects/mnist/analyze_runs_for_paper_main.py 962dbb03f7b826e6 ran · fixture could not drive it fingerprinted no licence file found · pointer only
3D-Aware Visual Question Answering about Parts, Poses and Occlusions 27 Oct 2023 XingruiWang/superclevr-3D-question/image_generation/restore_img2json.py a2ed7edd94a0f20c unverified MIT (permissive)
Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning 8 Sep 2023 dyunis/subwords_as_skills/subwords.py e0e45cd4b9d51aa0 ran · our draft was wrong MIT (permissive)
Unit Scaling: Out-of-the-Box Low-Precision Training 20 Mar 2023 graphcore-research/unit-scaling-demo/scmm/datasets.py e30037d5501d3b17 unverified MIT (permissive)
Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model 2022-06 (from id) mapleox/matching_predictions/utils.py d55b2cb2003d2840 ran · our draft was wrong MIT (permissive)
CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing 17 Jun 2021 ai-secure/crop/lo_re.py ab585ce720204361 ran · our draft was wrong no licence file found · pointer only
Deep Entity Matching with Pre-Trained Language Models 1 Apr 2020 megagonlabs/ditto/matcher.py 6fc3e78682fa1e57 ran · our draft was wrong Apache-2.0 (permissive)
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models 6 Sep 2018 WolfNiu/AdversarialDialogue/src/basic/ubuntu_data_generator.py ca020336382cc115 unverified MIT (permissive)
arXiv:2022.acl-long.470 pettarin/ipapy/ipapy/compatibility.py f709f9137f1ab43e unverified MIT (permissive)
arXiv:2020.findings-emnlp.444 baidu/lac/python/LAC/utils.py 6987467a8e751b45 unverified 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