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Kernel

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

Kernel appears in the code Syntology harvested for 16 papers, as 16 distinct code bodies found in 16 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 Kernel 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 16 distinct code bodies named Kernel; 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
8ran
7unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 16 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

16 papers shown of 16, newest first; 16 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. 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
Sequential Kernel-based Conditional Independence Testing via Adaptive Betting added by Syntology 2026-06 (from id) he-zh/SKCI/trainer/trainer.py 49b08ce34c57a4ab ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Gaussian Mixture Models in Hilbert Spaces via Kernel Methods added by Syntology 2026-05 (from id) dani2442/rkhs-mixture-models/src/mixture.py 25021d6a244ee6f8 unverified no licence file found · pointer only
Variational Control for Guidance in Diffusion Models 6 Feb 2025 czi-ai/oc-guidance/algos/ndtm.py c2af90d254ccfd46 ran MIT (permissive)
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis 31 Oct 2024 JiayuSuPKU/sispca/sispca/model.py 0f609a43f773f0b5 ran MIT (permissive)
Latent Diffusion for Neural Spiking Data 27 Jun 2024 mackelab/LDNS/ldns/networks/blocks.py 637ce76ea996d0da ran · metamorphic tier: deterministic MIT (permissive)
A Distributional Analogue to the Successor Representation 13 Feb 2024 jessefarebro/distributional-sr/dsm/kernels.py b8f8e64c881235c8 unverified MIT (permissive)
Efficient Nonparametric Tensor Decomposition for Binary and Count Data 15 Jan 2024 taozerui/gptd/src/model/solve_gptf_pg.py 6d5be2faa4f8b3cd ran no licence file found · pointer only
Mamba: Linear-Time Sequence Modeling with Selective State Spaces 1 Dec 2023 lab-emi/cleanumamba/src/network/S4/MambaS4.py 6e0d3f18a6d838b9 unverified no licence file found · pointer only
Transfer learning for atomistic simulations using GNNs and kernel mean embeddings 2 Jun 2023 isakfalk/atomistic_transfer_mekrr/ocpmodels/transfer_learning/models/distribution_regression.py 3344cafe530a018d unverified MIT (permissive)
Pseudo-Labeling for Kernel Ridge Regression under Covariate Shift 20 Feb 2023 kw2934/krr/KRR.py 5dcf3d92a5bddd5b unverified MIT (permissive)
GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers 31 Oct 2022 vectorch-ai/scalellm/src/kernels/quantization/marlin/generate_instantiations.py 2e160e59dad498ff unverified Apache-2.0 (permissive)
Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks 24 Oct 2022 chr26195/gkd/kernels.py 2c61d3e4a79a64b1 ran fingerprinted no licence file found · pointer only
Probable Domain Generalization via Quantile Risk Minimization 20 Jul 2022 cianeastwood/qrm/DomainBed/domainbed/algorithms.py fc08ccc9405219ec ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Efficiently Modeling Long Sequences with Structured State Spaces 31 Oct 2021 state-spaces/s4/models/s4/s4.py 855fe49867900076 ran Apache-2.0 (permissive)
Learning Kernel-Smoothed Machine Translation with Retrieved Examples 21 Sep 2021 jiangqn/KSTER/joeynmt/combiners.py 85f94e4c607f3908 unverified Apache-2.0 (permissive)
No-Regret Learning in Unknown Games with Correlated Payoffs 18 Sep 2019 sessap/noregretgames/Repeated_MatrixGames/Repeated_matrix_games.py 51929d8acbc3c9cf ran · honoured contract fingerprinted no licence file found · pointer only

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