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dist

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

dist appears in the code Syntology harvested for 20 papers, as 18 distinct code bodies found in 20 places (a place is one code body under one paper). At least one of them ran in 11 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 dist 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 18 distinct code bodies named dist; 9 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
2ran · fixture could not drive it
2ran
9unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 20 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; 20 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; 2 papers have no page here and are shown by arXiv id only. 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
arXiv:2506.15933 2025-06 (from id) SankarLab/coral-lt-diffusion/diffusion.py dd2712749abbaa24 ran · our draft was wrong fingerprinted MIT (permissive)
Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps 13 Jan 2025 lihenryhfl/pcdm/utils.py 4ff86972ab4194f5 ran Apache-2.0 (permissive)
Decentralized Online Riemannian Optimization with Dynamic Environments 2024-10 (from id) statsle/dprgd/src/utils/spd.py 8b247b8af1325f38 ran no licence file found · pointer only
Multisize Dataset Condensation 10 Mar 2024 he-y/multisize-dataset-condensation/reg_ipcx.py 9cd6c3a551ef511d ran · fixture could not drive it MIT (permissive)
Diffusion Models With Learned Adaptive Noise 20 Dec 2023 s-sahoo/mulan/ldm/utils.py 4ff86972ab4194f5 ran Apache-2.0 (permissive)
ReMoS: 3D Motion-Conditioned Reaction Synthesis for Two-Person Interactions 28 Nov 2023 anindita127/ReMoS/src/Lindyhop/train_body_diffusion.py 0c9a7d4e93643241 ran · honoured contract fingerprinted no licence file found · pointer only
Summarizing Stream Data for Memory-Constrained Online Continual Learning 26 May 2023 vimar-gu/ssd/utils/buffer/summarize_update.py fb69a263598242eb ran · fixture could not drive it no licence file found · pointer only
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs 6 May 2023 thu-ml/i-dode/utils.py 4ff86972ab4194f5 ran Apache-2.0 (permissive)
InfoOT: Information Maximizing Optimal Transport 6 Oct 2022 chingyaoc/infoot/infoot.py 69f57b89a4daa734 unverified MIT (permissive)
Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection 23 Mar 2022 liangchen527/SLADD/src/networks/synthesizer.py 669a43459c1dcc98 ran · our draft was wrong Apache-2.0 (permissive)
ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrations 30 Jul 2021 aidan-curtis/az-manipulator/pointcloud_utils.py a6671d48f49a1cae unverified Apache-2.0 (permissive)
Partial Optimal Transport with Applications on Positive-Unlabeled Learning 19 Feb 2020 rflamary/POT/ot/dr.py 2118fa5b8b878d5a unverified MIT (permissive)
Projective Preferential Bayesian Optimization 8 Feb 2020 P-Mikkola/PPBO/src/kernels.py 569567299c57a97c unverified MIT (permissive)
Surfing: Iterative optimization over incrementally trained deep networks 19 Jul 2019 jdlafferty/surfing/codes/Fashion-MNIST/DCGAN/GD_surfing.py c4d78cc22ede4945 ran · honoured contract fingerprinted no licence file found · pointer only
Relational Knowledge Distillation 10 Apr 2019 aquvitae/aquvitae/aquvitae/dist.py d14d058d883fceb0 unverified MIT (permissive)
Adjoint method and inverse design for nonlinear nanophotonic devices 2018-11 (from id) fancompute/angler/angler/filter.py 1744298ad3e56411 unverified MIT (permissive)
Mimicking Word Embeddings using Subword RNNs 21 Jul 2017 yuvalpinter/Mimick/mimick/model.py 368ebaf2b44bdf06 unverified GPL-3.0 (copyleft) · pointer only
Poincaré Embeddings for Learning Hierarchical Representations 22 May 2017 nishnik/poincare_embeddings/poincare.py 286b2d4f46b065fb ran · violated contract fingerprinted MIT (permissive)
MOT16: A Benchmark for Multi-Object Tracking 2 Mar 2016 MedChaabane/DEFT/src/extract_nuscenes_difficulty_splits.py 5dd2c507931f01cb unverified MIT (permissive)
arXiv:Liu_FlexUOD_The_Answer_to_Real-world_Unsupervised_Image_Outlier_Detection_CVPR_2025_paper zhliu-uod/FlexUOD/method.py 2a73ccd940d25d54 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