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to_unit_cube

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

to_unit_cube appears in the code Syntology harvested for 8 papers, as 7 distinct code bodies found in 8 places (a place is one code body under one paper). At least one of them ran in 4 of the papers; 2 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 to_unit_cube 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 3 of the 7 distinct code bodies named to_unit_cube; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
4unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 8 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

8 papers shown of 8, newest first; 8 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 3 papers added by Syntology. 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
Bayesian Optimisation Using Product-of-Experts Gaussian Process Models with Uncertainty Calibration added by Syntology 2026-09 (from id) yhong123/bo-pro-c/src/bo_pro/utils.py 05aff6a609448b1f ran fingerprinted no licence file found · pointer only
Automated Random Embedding for Practical Bayesian Optimization with Unknown Effective Dimension added by Syntology 2026-05 (from id) uber-research/TuRBO/turbo/utils.py 05aff6a609448b1f ran fingerprinted licence not identified · pointer only
MOBO-OSD: Batch Multi-Objective Bayesian Optimization via Orthogonal Search Directions added by Syntology 2025-10 (from id) LamNgo1/mobo-osd/mobo_osd/helper.py 2e9112577ee9230e unverified MIT (permissive)
Causal Discovery via Bayesian Optimization 25 Jan 2025 baosws/drbo/drbo/drbo.py 8e72d61d7ebc713f ran · honoured contract fingerprinted Apache-2.0 (permissive)
BOIDS: High-dimensional Bayesian Optimization via Incumbent-guided Direction Lines and Subspace Embeddings 17 Dec 2024 LamNgo1/boids/baxus_embedding/utils.py fd482e1d259adbd4 unverified MIT (permissive)
High-dimensional Bayesian Optimization with Group Testing 5 Oct 2023 gtboauthors/gtbo/gtbo/util.py 65b9eafb4f6a28f9 ran Apache-2.0 (permissive)
Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces 2 Jul 2023 leoiv/bounce/bounce/util/data_handling.py 5e41e7778bc4909b unverified MIT (permissive)
Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization 19 Jun 2020 gpleiss/ciq_experiments/bayesopt/ciq_bo/utils.py d4f3607c98798b5f 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