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H

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

H appears in the code Syntology harvested for 15 papers, as 15 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 9 of the papers; 6 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 H 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 9 of the 15 distinct code bodies named H; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
1ran · violated contract
2ran · our draft was wrong
1ran · fixture could not drive it
3ran
6unverified
6fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 15 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

15 papers shown of 15, newest first; 15 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 1 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
Bivariate Causal Discovery Using Rate-Distortion MDL: An Information Dimension Approach added by Syntology 2026-04 (from id) tiagobrogueira/Causal-Discovery-In-Exchangeable-Data/bicausal/methods/RDMDL.py 49afac41d65a5eda ran · our draft was wrong fingerprinted licence not identified · pointer only
Minimum Volume Conformal Sets for Multivariate Regression 24 Mar 2025 ElSacho/MVCS/experiments/one_matrix_MVCS/code/DC_algorithm.py 084da7f0f620998a ran · honoured contract fingerprinted no licence file found · pointer only
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior 11 Jun 2024 anminggu/partially-observed-traj-inference/models.py 758720d8ba3137f9 ran · our draft was wrong fingerprinted MIT (permissive)
Eliciting Latent Knowledge from Quirky Language Models 2 Dec 2023 eleutherai/elk-generalization/elk_generalization/elk/ccs_losses.py 1f88973b76c982a1 ran fingerprinted MIT (permissive)
Recurrent Neural Language Models as Probabilistic Finite-state Automata 8 Oct 2023 rycolab/weighted-minsky/fsrnn/models/activations.py 605f825893ccda68 ran fingerprinted no licence file found · pointer only
Deep Physics-Guided Unrolling Generalization for Compressed Sensing 18 Jul 2023 guaishou74851/prl/utils.py de11b4d0d156c5ba ran no licence file found · pointer only
Trajectory Inference via Mean-field Langevin in Path Space 14 May 2022 zsteve/mfl/models.py ae1912f4058f8d39 unverified MIT (permissive)
S$^3$VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation 18 Sep 2021 val-iisc/s3vaada/active_learning.py 089f4c16f893e1e5 unverified MIT (permissive)
Stellar Population Inference with Prospector 2020-12 (from id) bd-j/prospector/prospect/models/sedmodel.py bf31d6fc73c52184 ran · violated contract fingerprinted MIT (permissive)
Quantum autoencoders with enhanced data encoding 2020-10 (from id) Quantum-TII/qibo/src/qibo/backends/_clifford_operations.py 0c0acb418fb8068c unverified Apache-2.0 (permissive)
What if Neural Networks had SVDs? 29 Sep 2020 AlexanderMath/fasth/fasthpp.py 743de62358cf0df2 ran · fixture could not drive it MIT (permissive)
Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds 5 Aug 2020 vlievin/ovis/ovis/models/template.py 04c14f45577151b4 unverified MIT (permissive)
Bayesian Nash Equilibrium in First-Price Auction with Discrete Value Distributions 2019-06 (from id) emersonswr/discrete_fpa_bne/fpa_bne.py c29f40f19f20f9b8 unverified MIT (permissive)
Understanding Measures of Uncertainty for Adversarial Example Detection 22 Mar 2018 lsgos/uncertainty-adversarial-paper/latent_plots.py 5cd82d77453fe113 unverified MIT (permissive)
Pyroomacoustics: A Python package for audio room simulations and array processing algorithms 2017-10 (from id) LCAV/pyroomacoustics/pyroomacoustics/beamforming.py 40e1d90b62e21780 ran · honoured contract 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