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preprocessing

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

preprocessing appears in the code Syntology harvested for 22 papers, as 15 distinct code bodies found in 23 places (a place is one code body under one paper). At least one of them ran in 4 of the papers; 3 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 preprocessing 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 4 of the 15 distinct code bodies named preprocessing; 11 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
0ran · fixture could not drive it
3ran
11unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 23 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

22 papers shown of 22, newest first; 23 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
Pun Unintended: LLMs and the Illusion of Humor Understanding added by Syntology 2025-09 (from id) alezanga/punintended/utils/text_processing.py 2e588e3310b86feb unverified no licence file found · pointer only
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts 25 Feb 2025 NEUIR/RankCoT/src/modelft/train_my.py 1124ba0a54f89363 unverified MIT (permissive)
Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark 12 Dec 2024 yongliang-wu/repurpose/dataset/RepurposeClip.py b5e324c2c10d0c39 unverified MIT (permissive)
Failure-Proof Non-Contrastive Self-Supervised Learning 7 Oct 2024 emsansone/CPLearn/main_collapses.py 11b0a0980664894c ran fingerprinted MIT (permissive)
MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations 26 May 2024 audreycs/MentalManip/statistic_analysis/mentalManip_stats.py 81944bfd8e89a6b9 ran licence not identified · pointer only
Generating Medical Prescriptions with Conditional Transformer 30 Oct 2023 HECTA-UoM/Label-To-Text-Transformer/Modules/DataHelp.py 2ffa5ef1b40e1a7e unverified no licence file found · pointer only
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries 7 Oct 2023 Real-Doris-Mae/Doris-Mae-Dataset/benchmarking/model_embedding.py 07c727c3c3526bc5 ran fingerprinted licence not identified · pointer only
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge 24 May 2023 alpc91/NICE-GAN-pytorch/utils.py eab7ba887c245523 unverified MIT (permissive)
fairlib: A Unified Framework for Assessing and Improving Classification Fairness 4 May 2022 HanXudong/fairlib/fairlib/datasets/Adult/Adult.py bf5f54a02e90d15f unverified Apache-2.0 (permissive)
fairlib: A Unified Framework for Assessing and Improving Classification Fairness 4 May 2022 HanXudong/fairlib/fairlib/datasets/COMPAS/COMPAS.py a44cb9421db7cccc unverified Apache-2.0 (permissive)
Training Generative Adversarial Networks with Limited Data 11 Jun 2020 sangyun884/Face2Webtoon/utils.py eab7ba887c245523 unverified MIT (permissive)
Learning Kernel Tests Without Data Splitting 3 Jun 2020 MPI-IS/tests-wo-splitting/tests_wo_split/methods/wald.py f1baa9637253a70c unverified MIT (permissive)
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation 25 Jul 2019 znxlwm/UGATIT-pytorch/utils.py eab7ba887c245523 unverified MIT (permissive)
Few-Shot Unsupervised Image-to-Image Translation 5 May 2019 taki0112/FUNIT-Tensorflow/utils.py eab7ba887c245523 unverified MIT (permissive)
DRIT++: Diverse Image-to-Image Translation via Disentangled Representations 2 May 2019 taki0112/DRIT-Tensorflow/utils.py eab7ba887c245523 unverified MIT (permissive)
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission 10 Apr 2019 kexinhuang12345/clinicalBERT/preprocess.py 5c31eb3b60757c5f unverified no licence file found · pointer only
Semantic Image Synthesis with Spatially-Adaptive Normalization 18 Mar 2019 taki0112/SPADE-Tensorflow/utils.py eab7ba887c245523 unverified MIT (permissive)
Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation 24 Dec 2018 taki0112/GDWCT-Tensorflow/utils.py eab7ba887c245523 unverified MIT (permissive)
Large Scale GAN Training for High Fidelity Natural Image Synthesis 28 Sep 2018 taki0112/BigGAN-Tensorflow/utils.py 7c108866402e9866 unverified MIT (permissive)
Multimodal Unsupervised Image-to-Image Translation 12 Apr 2018 taki0112/MUNIT-Tensorflow/utils.py eab7ba887c245523 unverified MIT (permissive)
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization 20 Mar 2017 JeongsolKim/BiS400_term_project/StyleTransfer.py 994ad288a2dff0d9 ran · our draft was wrong fingerprinted no licence file found · pointer only
Unsupervised Image-to-Image Translation Networks 2 Mar 2017 taki0112/UNIT-Tensorflow/DatasetAPI/utils.py eab7ba887c245523 unverified MIT (permissive)
Spatially Adaptive Computation Time for Residual Networks 7 Dec 2016 mfigurnov/sact/imagenet_ponder_map.py 4219e649c9a3608a unverified Apache-2.0 recorded; this copy not marked cleared · pointer only

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".

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