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dict_to_namespace

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

dict_to_namespace appears in the code Syntology harvested for 9 papers, as 8 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 6 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 dict_to_namespace 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 8 distinct code bodies named dict_to_namespace; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
3ran
3unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 9 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

9 papers shown of 9, newest first; 9 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; 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
Monroe: A Molecular Foundation Model for In-Context Probabilistic Inference added by Syntology 2026-08 (from id) blazejba/monroe/monroe/config.py 96e3b86b749f8844 ran MIT (permissive)
Open Ad-hoc Categorization with Contextualized Feature Learning added by Syntology 2025-12 (from id) Wayne2Wang/OAK/src/utils/configs.py 9eb37a3dad52eb3f unverified MIT (permissive)
This Probably Looks Exactly Like That: An Invertible Prototypical Network 16 Jul 2024 craymichael/ProtoFlow/protoflow/utils.py 32ba9344b7753cf9 ran GPL-2.0 (copyleft) · pointer only
Graph Signal Diffusion Model for Collaborative Filtering 15 Nov 2023 hasined/giffcf/utils/config.py 8c9f869988e4716d ran no licence file found · pointer only
An Experimental Design Perspective on Model-Based Reinforcement Learning 9 Dec 2021 fusion-ml/trajectory-information-rl/barl/acq/acquisition.py a71b97d3f9391ca7 ran · our draft was wrong MIT (permissive)
Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information 19 Apr 2021 willieneis/bayesian-algorithm-execution/bax/acq/acquisition.py 8a3545000b23b4c3 ran · our draft was wrong no licence file found · pointer only
Uncertainty quantification using martingales for misspecified Gaussian processes 12 Jun 2020 willieneis/gp-martingales/src/simple_gp.py 8a3545000b23b4c3 ran · our draft was wrong MIT (permissive)
arXiv:Szeto_The_DEVIL_Is_in_the_Details_A_Diagnostic_Evaluation_Benchmark_CVPR_2022_paper MichiganCOG/devil/src/devil/config.py fa727bcaff1fdfb5 unverified MIT (permissive)
arXiv:2025.emnlp-main.571 ZhouMiaoGX/DPDF-LQ/core/utils.py c6f666f2892ed552 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