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to_float

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

to_float appears in the code Syntology harvested for 17 papers, as 15 distinct code bodies found in 17 places (a place is one code body under one paper). At least one of them ran in 9 of the papers; 4 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_float 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 8 of the 15 distinct code bodies named to_float; 7 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
7ran
7unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 17 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

17 papers shown of 17, newest first; 17 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 6 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
Beyond Classification: Task-Dependent Learnability under Privacy-Motivated Image Transformations added by Syntology 2026-08 (from id) LeonRanke/Task-Dependent-Learnability/src/transformations/transformations_utils.py aa8f342698098cb0 ran fingerprinted MIT (permissive)
Baseline-Free Policy Optimization for Neural Combinatorial Optimization added by Syntology 2026-06 (from id) carsepmo/grpo-nco/fixed_eval.py e599f25ba7261f0c ran licence not identified · pointer only
Contextual Control without Memory Growth in a Context-Switching Task added by Syntology 2026-04 (from id) songju1/Contextual-Control/code/format_infoI_main_table.py 822bf969722beacd unverified no licence file found · pointer only
Controlled Self-Evolution for Algorithmic Code Optimization added by Syntology 2026-01 (from id) QuantaAlpha/EvoControl/utils/analyze_iterations.py ade148fe4f871622 unverified Apache-2.0 (permissive)
Towards Understanding Valuable Preference Data for Large Language Model Alignment added by Syntology 2025-10 (from id) tmlr-group/TIF_LossDiff-IRM/analysis/data_select_by2_mid_k.py 57554c79159f92df unverified no licence file found · pointer only
URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization added by Syntology 2025-09 (from id) CIAM-Group/URS/utils/utils.py ebd1968d12425df2 unverified AGPL-3.0 (copyleft) · pointer only
Learning Evolving Tools for Large Language Models 9 Oct 2024 Chen-GX/ToolEVO/MCTS/src/evaluation.py cbd711da673c1a30 ran fingerprinted no licence file found · pointer only
Enhancing Transformer RNNs with Multiple Temporal Perspectives 4 Feb 2024 RazvanDu/TemporalRNNs/MultiplePerspectives/src/utils.py c1934c6bad591733 ran fingerprinted no licence file found · pointer only
Learn to Unlearn for Deep Neural Networks: Minimizing Unlearning Interference with Gradient Projection 7 Dec 2023 hnanhtuan/projected_gradient_unlearning/utils/general_utils.py e93611cdc6dca38f ran fingerprinted no licence file found · pointer only
Preventing Language Models From Hiding Their Reasoning 27 Oct 2023 redwoodresearch/text-steganography-benchmark/textsteg/utils.py 391296d1e53c0d42 ran no licence file found · pointer only
Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV 20 Jul 2023 jspenmar/slowtv_monodepth/src/core/metrics.py 29a37d1ee25774c5 ran licence not identified · pointer only
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks 27 Feb 2023 ridgerchu/spikegpt/src/utils.py c1934c6bad591733 ran fingerprinted BSD-2-Clause (permissive)
Bayesian Optimization with High-Dimensional Outputs 24 Jun 2021 msu-coinlab/pymoo/pymoo/core/duplicate.py 6485142c167f898b unverified Apache-2.0 (permissive)
Aligning Hyperbolic Representations: an Optimal Transport-based approach 2 Dec 2020 ahoyosid/hyperbolic_alignment/hyperbolic_domain_adaptation.py 47029fec9dccdf55 ran · honoured contract no licence file found · pointer only
Robust Watermarking of Neural Network with Exponential Weighting 2019-01 (from id) dunky11/exponential-weighting-watermarking/example.py ab68f2ab08634049 unverified MIT (permissive)
CompILE: Compositional Imitation Learning and Execution 4 Dec 2018 tkipf/gym-gridworld/utils.py 085bcb8ae6152b94 unverified MIT (permissive)
Adversarial Frontier Stitching for Remote Neural Network Watermarking 2017-11 (from id) dunky11/adversarial-frontier-stitching/example.py ab68f2ab08634049 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".

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