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load_raw_data

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

load_raw_data appears in the code Syntology harvested for 14 papers, as 13 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 0 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 load_raw_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 7 of the 13 distinct code bodies named load_raw_data; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 5 of the 14 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

14 papers shown of 14, newest first; 14 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 2 papers added by Syntology; 1 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
TIMEGUARD: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting added by Syntology 2026-05 (from id) qducnguyen/TimeGuard/dataset_attack.py 7c4c6ec6e046589c unverified no licence file found · pointer only
Sentiment and Emotion Classification of Indonesian E-Commerce Reviews via Multi-Task BiLSTM and AutoML Benchmarking added by Syntology 2026-04 (from id) ikii-sd/pba2026-crazyrichteam/src/dataloader.py c466331dc08516d3 ran no licence file found · pointer only
BACKTIME: Backdoor Attacks on Multivariate Time Series Forecasting 3 Oct 2024 xiaolin-cs/BackTime/dataset.py 6644b6f498ccc35a ran no licence file found · pointer only
Visual Data Diagnosis and Debiasing with Concept Graphs 26 Sep 2024 rwchakra/conbias/src/cutmix_proc.py d6b38b5a55c98fc9 ran MIT (permissive)
Flexible Tails for Normalizing Flows 22 Jun 2024 tennessee-wallaceh/tailnflows/tailnflows/utils.py b55e98beda88ff83 ran no licence file found · pointer only
From Text to Test: AI-Generated Control Software for Materials Science Instruments 23 Jun 2024 nrel/de/DE.py 19df5949782730bf ran BSD-3-Clause (permissive)
Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks 19 Jun 2024 ScandEval/ScandEval/src/euroeval/data_loading.py 009eb05ddfea0cb3 unverified MIT (permissive)
Phased Instruction Fine-Tuning for Large Language Models 1 Jun 2024 xubuvd/phasedsft/xllm/xllm_dataset.py e56e56ce6b668fc7 ran Apache-2.0 (permissive)
Unity by Diversity: Improved Representation Learning in Multimodal VAEs 8 Mar 2024 yangmeng96/mmvmvae-hippocampal/utils/RatsDataset.py 711cd768f8a4bec1 ran MIT (permissive)
Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation 18 Jun 2023 betterzhou/AugAN/create_datasets.py a951403390b52ca2 unverified no licence file found · pointer only
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations 23 May 2023 thunlp/UltraChat/train/ultrachat_dataset.py d2b39e7ff8109755 unverified MIT (permissive)
Graph Few-shot Class-incremental Learning 23 Dec 2021 zhen-tan-dmml/gfcil/incremental/data_split.py 17151f2f42a8a112 unverified MIT (permissive)
Calibrate your listeners! Robust communication-based training for pragmatic speakers 11 Oct 2021 rosewang2008/calibrate_your_listeners/calibrate_your_listeners/src/datasets/shapeworld.py ed3974fd95118700 unverified MIT (permissive)
arXiv:2024.findings-acl.341 xubuvd/PhasedSFT/xllm/xllm_dataset.py e56e56ce6b668fc7 ran Apache-2.0 (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