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rbf

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

rbf appears in the code Syntology harvested for 19 papers, as 17 distinct code bodies found in 21 places (a place is one code body under one paper). At least one of them ran in 12 of the papers; 7 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 rbf 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 17 distinct code bodies named rbf; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
0ran · fixture could not drive it
4ran
9unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 21 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

19 papers shown of 19, newest first; 21 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
Cost-Aware Bayesian Optimization for Interactive Devices added by Syntology 2026-02 (from id) aalto-ui/CABOP/utils/utils.py 47bec335c5a25043 unverified MIT (permissive)
Multi-Scale Representation Learning for Protein Fitness Prediction 2 Dec 2024 deepgraphlearning/s3f/s3f/gvp.py 8e7a01ca88c9959f unverified MIT (permissive)
A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks 1 Dec 2024 varshitakolipaka/corrective-unlearning-for-gnns/trainers/gnndelete.py 48b102488b75c27f ran · our draft was wrong fingerprinted no licence file found · pointer only
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring 13 Jun 2024 INVOKERer/AdaRevD/CKA-Centered-Kernel-Alignment/CKA.py 0f137cab706f1953 ran · honoured contract fingerprinted no licence file found · pointer only
Causally Inspired Regularization Enables Domain General Representations 25 Apr 2024 olawalesalaudeen/tcri/DomainBed/domainbed/algorithms.py a261e2e4b3f16df9 ran fingerprinted MIT (permissive)
Transferable and Principled Efficiency for Open-Vocabulary Segmentation 11 Apr 2024 Xujxyang/OpenTrans/CKA.py 0f137cab706f1953 ran · honoured contract fingerprinted no licence file found · pointer only
Do Vision and Language Encoders Represent the World Similarly? 10 Jan 2024 mayug/0-shot-llm-vision/src/utils.py 2f7bc86a29367d01 ran fingerprinted no licence file found · pointer only
DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design 7 Dec 2023 amehrjou/discobax/discobax/models/toy_experiment_models.py 5104a259cad33b36 ran GPL-3.0 (copyleft) · pointer only
From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport 17 Oct 2023 qbouniot/affscoredeep/src/cka_core.py 28ef916522aabd6e ran fingerprinted no licence file found · pointer only
Diffused Redundancy in Pre-trained Representations 31 May 2023 nvedant07/STIR/stir/CKA_pytorch.py 603a14d591c9dfb5 unverified Apache-2.0 (permissive)
Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning 27 Oct 2021 aakashrkaku/intermdiate_layer_matter_ssl/breast_cancer_histopathology/CKA.py 0f137cab706f1953 ran · honoured contract fingerprinted no licence file found · pointer only
Kernel PCA with the Nyström method 12 Sep 2021 fredhallgren/nystrompca/nystrompca/base/kernel.py a1911cbb73a880f2 unverified Apache-2.0 (permissive)
Are Bayesian neural networks intrinsically good at out-of-distribution detection? 26 Jul 2021 chrhenning/uncertainty_based_ood/nngp/standard_kernels.py 61768d8e87c1b06d unverified Apache-2.0 (permissive)
Sampling with Mirrored Stein Operators 23 Jun 2021 louissharrock/constrained-coin-sampling/coin-msvgd/constrained/sampling/svmd.py 2b49f1da52e4d5d7 unverified MIT (permissive)
Exploring the Similarity of Representations in Model-Agnostic Meta-Learning 12 May 2021 ThomasGoerttler/similarity-analysis-of-maml/cka.py 0f137cab706f1953 ran · honoured contract fingerprinted MIT (permissive)
Universal Representation Learning from Multiple Domains for Few-shot Classification 25 Mar 2021 tmlr-group/CoPA/models/pa.py ad1380889172ec1f ran · our draft was wrong fingerprinted MIT (permissive)
Universal Representation Learning from Multiple Domains for Few-shot Classification 25 Mar 2021 tmlr-group/mokd/models/cka.py 1dddaffd3ae4142f unverified MIT (permissive)
Universal Representation Learning from Multiple Domains for Few-shot Classification 25 Mar 2021 tmlr-group/mokd/models/hsic_estimation.py 29877c45faa57d6f unverified MIT (permissive)
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks 18 Jun 2020 rosettacommons/rosettafold/network/Attention_module_w_str.py 7db5bc710b7682dc unverified MIT (permissive)
Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling 13 Feb 2020 wgrathwohl/LSD/lsd_ica.py 78edf125fd3fb59d ran · our draft was wrong fingerprinted no licence file found · pointer only
Similarity of Neural Network Representations Revisited 1 May 2019 yl2488/CKA-Centered-Kernel-Alignment/CKA.py 0f137cab706f1953 ran · honoured contract fingerprinted 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