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parse_data

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

parse_data appears in the code Syntology harvested for 16 papers, as 15 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 5 of the papers; 1 of the code bodies carries 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 parse_data 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 5 of the 15 distinct code bodies named parse_data; 10 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
0ran · fixture could not drive it
2ran
10unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 5 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 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
Communication-Avoiding Linear Algebraic Kernel K-Means on GPUs added by Syntology 2026-01 (from id) CornellHPC/Vivaldi/experiments/plot_scaling.py 08ab190716ca5738 unverified no licence file found · pointer only
Probabilities of Chat LLMs Are Miscalibrated but Still Predict Correctness on Multiple-Choice Q&A 20 Feb 2024 bplaut/softmax-probs-predict-llm-correctness/utils.py ed723c89b7e88189 ran MIT (permissive)
UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models 15 Feb 2024 dong-river/llm_unlearning/parse_logs.py 884483b6e5ec4e2c ran · our draft was wrong fingerprinted no licence file found · pointer only
Harnessing the Power of Federated Learning in Federated Contextual Bandits 26 Dec 2023 ShenGroup/FedIGW/src/FNB/utils.py d9e010453850c082 ran no licence file found · pointer only
CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion 25 May 2023 ymxlzgy/commonscenes/scripts/train_3dfront.py 97aa4e594bf780bb unverified no licence file found · pointer only
An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text Generation 19 Nov 2022 yxuansu/contrastive_search_versus_contrastive_decoding/compute_CD_coherence.py 0714e04d4711a1fe ran · our draft was wrong MIT (permissive)
Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors 4 Apr 2022 wyu-du/gp-vae/models/t5/utils.py 5a0e39bae457be59 unverified Apache-2.0 (permissive)
SAITS: Self-Attention-based Imputation for Time Series 17 Feb 2022 gorgen2020/LSSDM_imputation/dataset_physio.py d166bfcd5d4c397e unverified MIT (permissive)
CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation 7 Jul 2021 ermongroup/CSDI/dataset_physio.py d166bfcd5d4c397e unverified MIT (permissive)
Accelerating Large-Scale Inference with Anisotropic Vector Quantization 27 Aug 2019 datastax/jvector/plot_output.py c0ae8333dcd0e9f8 unverified Apache-2.0 (permissive)
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions 15 May 2019 prajwalsingh/TreeGCN-ED/infer_testresult.py fc9e78141623c787 unverified MIT (permissive)
Bag of Freebies for Training Object Detection Neural Networks 11 Feb 2019 wizyoung/YOLOv3_TensorFlow/utils/data_utils.py c6da8f222212852c unverified MIT (permissive)
Adapting multi-armed bandits policies to contextual bandits scenarios 11 Nov 2018 renan-cunha/Bandits/src/contextual_bandits/Bibtex/parse_data.py 6a4d58feb5b351cf unverified MIT (permissive)
BRITS: Bidirectional Recurrent Imputation for Time Series 27 May 2018 caow13/BRITS/input_process.py 1f69d0fb9551471c unverified MIT (permissive)
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks 28 Feb 2015 EmilReinert/DeepLearningPipelines/workspace/pipelines/defect_prediction.py 55a0de7b0b6428f0 ran · our draft was wrong no licence file found · pointer only
Theoretical Analysis of Bayesian Optimisation with Unknown Gaussian Process Hyper-Parameters 30 Jun 2014 weepingwillowben/hyperparam-opt/next_point.py 0f36d9a43a155f5d 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