Home › Code › error

error

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

error 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 8 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 error 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 16 distinct code bodies named error; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
3ran · fixture could not drive it
4ran
8unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 6 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; 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
Impacts of floating-point non-associativity on reproducibility for HPC and deep learning applications 9 Aug 2024 minnervva/correctness/codes/test-suite/scaffold.py e1af5393c12652ab ran no licence file found · pointer only
SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs 25 May 2024 Mohammad-Mozaffari/slope/slope/utils.py dcce7bf66b0c8b73 ran fingerprinted no licence file found · pointer only
Stochastic Gradient Descent for Gaussian Processes Done Right 31 Oct 2023 cambridge-mlg/sgd-gp/scalable_gps/linear_model.py e0776f5f9f8da068 ran MIT (permissive)
InstanT: Semi-supervised Learning with Instance-dependent Thresholds 29 Oct 2023 tmllab/2023_NeurIPS_InstanT/semilearn/algorithms/instant/utils.py 51c251b61229e788 ran fingerprinted MIT (permissive)
Synthetic data, real errors: how (not) to publish and use synthetic data 16 May 2023 bvanbreugel/deep_generative_ensemble/DGE_utils.py b253c16de5b20700 unverified no licence file found · pointer only
How Many and Which Training Points Would Need to be Removed to Flip this Prediction? 4 Feb 2023 ecielyang/smallest_set/recursive.py 51f77e4457107d04 ran · our draft was wrong no licence file found · pointer only
The Rich Get Richer: Disparate Impact of Semi-Supervised Learning 12 Oct 2021 ucsc-real/disparate-ssl/plot_c100.py 3426b3cc1bedc32b unverified MIT (permissive)
Task-Oriented Dialogue System as Natural Language Generation 31 Aug 2021 victorwz/tod_as_nlg/Convlab/convlab/lib/logger.py 638bf85c03a64f0d unverified MIT (permissive)
Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching 16 Dec 2020 thinklab-sjtu/rgm/dqn_model_r.py e9fa3a13b7a2637f ran · fixture could not drive it fingerprinted no licence file found · pointer only
Occlusion Guided Scene Flow Estimation on 3D Point Clouds 30 Nov 2020 BillOuyang/OGSFNet/evaluate.py 1870d894309f38e9 ran · fixture could not drive it no licence file found · pointer only
SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning 28 Dec 2019 kengz/SLM-Lab/slm_lab/lib/logger.py ac80a904d8e853b1 unverified MIT (permissive)
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings 6 Nov 2019 LuyaooChen/uninformed-students-pytorch/evaluate.py 90288aa22857bfaf ran · fixture could not drive it fingerprinted MIT (permissive)
Restoring ancient text using deep learning: a case study on Greek epigraphy 14 Oct 2019 sommerschield/ancient-text-restoration/pythia/model/loss.py 1da3e2dd45219cde unverified Apache-2.0 (permissive)
Non-Parametric Calibration for Classification 12 Jun 2019 JonathanWenger/pycalib/pycalib/scoring.py 187e9f7c92123922 unverified MIT (permissive)
arXiv:ijcai2025_0949 RDLLab/pomdp-py-porpp/pomdp_py/utils/typ.py 923323df81e1a87d unverified MIT (permissive)
arXiv:2024.findings-acl.347 dtamayo-nlp/MEMAT/Figure_9.py 071b2ae40fd43b0c 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