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KL

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

KL appears in the code Syntology harvested for 20 papers, as 19 distinct code bodies found in 21 places (a place is one code body under one paper). At least one of them ran in 13 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 KL 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 11 of the 19 distinct code bodies named KL; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
2ran · fixture could not drive it
6ran
8unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 12 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

20 papers shown of 20, 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
Properties and limitations of geometric tempering for gradient flow dynamics added by Syntology 2026-04 (from id) FrancescaCrucinio/SMC-WFR/Gaussian/MultivariateGaussianAlgorithms.py d037fcdb8a45af49 unverified no licence file found · pointer only
Properties and limitations of geometric tempering for gradient flow dynamics added by Syntology 2026-04 (from id) FrancescaCrucinio/SMC-WFR/GaussianODEs.py 6e3c718695a113b5 unverified no licence file found · pointer only
A Complete Decomposition of KL Error using Refined Information and Mode Interaction Selection 15 Oct 2024 EnouenJ/mode-attributing-hierarchy/utils/utils.py 571d357711340c7f ran fingerprinted no licence file found · pointer only
Any Target Can be Offense: Adversarial Example Generation via Generalized Latent Infection 17 Jul 2024 VL-Group/GAKer/utils/metrics.py fb0541d3902f7b0c ran fingerprinted no licence file found · pointer only
Hierarchical Classification Auxiliary Network for Time Series Forecasting 29 May 2024 syrgithub/hcan/exp/exp_main.py 5224f6e3732285e2 ran · our draft was wrong no licence file found · pointer only
UniDoorManip: Learning Universal Door Manipulation Policy Over Large-scale and Diverse Door Manipulation Environments 2024-03 (from id) sectionZ6/UniDoorManip/multimodal/models/model_actor.py d1cf64d217ebd894 ran fingerprinted no licence file found · pointer only
Partial Gromov-Wasserstein Metric 6 Feb 2024 mint-vu/PGW_Metric/lib/HK/SinkhornNP.py 5f4ad09f57a60dd3 ran fingerprinted no licence file found · pointer only
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation 5 Feb 2024 wangxinyilinda/lm_random_walk/kg_reasoning/analysis.py bd677ad1a63e9ad4 ran fingerprinted MIT (permissive)
Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix 5 Dec 2023 ecoli-hit/PseudoFamily/compute_similarity.py 97a19b856eb43ec9 unverified no licence file found · pointer only
Neural Amortized Inference for Nested Multi-agent Reasoning 21 Aug 2023 KJha02/AmortizedNestedReasoning/CARLO/accuracyViewer.py b7f32e53dd138e62 ran fingerprinted MIT (permissive)
AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning 14 Aug 2023 cgcl-codes/advclip/utils/metrics.py fb0541d3902f7b0c ran fingerprinted MIT (permissive)
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial 7 May 2023 vnemani14/uq_ml_review/Toy_problem/MFVI/Models_and_losses.py 1ac540103505b8bf unverified Apache-2.0 (permissive)
Reliable Federated Disentangling Network for Non-IID Domain Feature 30 Jan 2023 looking9218/rfeddis/federated/RFedDis_Domainnet.py 705123f4a28fb226 ran · our draft was wrong no licence file found · pointer only
SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing 16 Jul 2022 xyanchen/wifi-csi-sensing-benchmark/self_supervised.py 001ba588bf8c63ea ran · our draft was wrong MIT (permissive)
Generative Modelling With Inverse Heat Dissipation 21 Jun 2022 aaltoml/generative-inverse-heat-dissipation/model_code/utils.py 340b29b54fa65057 unverified MIT (permissive)
Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables 1 Jun 2022 stephanlorenzen/majorityvotebounds/mvb/bounds/ccpbskl.py 54327cfb4ff09e1f ran · fixture could not drive it fingerprinted GPL-3.0 (copyleft) · pointer only
Deep Ensembles Work, But Are They Necessary? 14 Feb 2022 cellistigs/interp_ensembles/scripts/plot_conditional_variance.py c8a654b055362cde ran · fixture could not drive it no licence file found · pointer only
Self-Supervised Learning by Estimating Twin Class Distributions 14 Oct 2021 bytedance/TWIST/objective.py a74d130de19016d6 unverified Apache-2.0 (permissive)
Trusted Multi-View Classification 3 Feb 2021 identical code first harvested elsewhere 5224f6e3732285e2 ran · our draft was wrong licence of this copy not recorded
Very Deep Transformers for Neural Machine Translation 18 Aug 2020 microsoft/deepnmt/deepnmt/adv_label_smoothed_cross_entropy.py c8d783d775fd71be unverified MIT (permissive)
Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control 4 Sep 2019 VinAIResearch/PCC-pytorch/losses.py c36f4ae19379afd8 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".

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