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register_dataset

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

register_dataset appears in the code Syntology harvested for 26 papers, as 18 distinct code bodies found in 28 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 register_dataset 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 18 distinct code bodies named register_dataset; 13 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
5ran
13unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 28 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

26 papers shown of 26, newest first; 28 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 6 papers added by Syntology; 3 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
Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training added by Syntology 2026-06 (from id) jinymusim/ART/src/reasoning_with_art/datasets/base.py 2f1112429b512a86 ran BSD-3-Clause (permissive)
Conveyance: A Versatile Framework for Learning in Structured Class Spaces added by Syntology 2026-05 (from id) ZKI-PH-ImageAnalysis/Conveyance/MIL/src/conveyance/registry.py 65fa13105ac5ad94 unverified MIT (permissive)
Geometry-Correct Diffusion Posterior Sampling with Denoiser-Pullback Curvature Guidance and Manifold-Aligned Damping added by Syntology 2026-05 (from id) Seunghyeok0715/CLAMP/data.py 36af44c7119d9fb5 ran MIT (permissive)
SignDATA: Data Pipeline for Sign Language Translation added by Syntology 2026-04 (from id) balaboom123/signdata-slt/src/signdata/registry.py 38b13715850431d1 unverified MIT (permissive)
Simple Policy Gradients for Reasoning with Diffusion Language Models added by Syntology 5 Oct 2025 probablyabot/agrpo/data.py e30ee20f00809d83 unverified MIT (permissive)
Cache-to-Cache: Direct Semantic Communication Between Large Language Models added by Syntology 2025-10 (from id) thu-nics/C2C/rosetta/train/dataset_adapters.py a335ebc9764afbf4 unverified Apache-2.0 (permissive)
arXiv:2507.11630 2025-07 (from id) AlignmentResearch/harmtune/harmtune/datasets.py c4af8d3c3f7c3a50 unverified no licence file found · pointer only
Pre-training Large Memory Language Models with Internal and External Knowledge 21 May 2025 kilian-group/lmlm/src/lmlm/annotate/dataloader.py a5fa7fed5e977268 unverified MIT (permissive)
SeisMoLLM: Advancing Seismic Monitoring via Cross-modal Transfer with Pre-trained Large Language Model 27 Feb 2025 StarMoonWang/SeisMoLLM/datasets/_factory.py 076ec9da9f9be16a unverified MIT (permissive)
Dense Audio-Visual Event Localization under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration 17 Dec 2024 zzhhfut/ccnet-aaai2025/libs/datasets/datasets.py 2ee0df0825339a6e unverified no licence file found · pointer only
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension 26 Nov 2024 Ced3-han/PepHAR/datasets/_base.py 76294830633c3f09 unverified MIT (permissive)
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight 21 Oct 2024 blue-531/TALoS/dataloader/dataset_semantickitti.py c134fed586d67760 unverified no licence file found · pointer only
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight 21 Oct 2024 blue-531/TALoS/dataloader/pc_dataset.py 06a0e2786c57fc38 unverified no licence file found · pointer only
Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing 1 Jul 2024 zhangbingliang2019/DAPS/data.py 36af44c7119d9fb5 ran MIT (permissive)
UniAV: Unified Audio-Visual Perception for Multi-Task Video Event Localization 4 Apr 2024 ttgeng233/UniAV/libs/datasets/datasets.py 2ee0df0825339a6e unverified MIT (permissive)
SnAG: Scalable and Accurate Video Grounding 2 Apr 2024 happyharrycn/actionformer_release/libs/datasets/datasets.py 2ee0df0825339a6e unverified MIT (permissive)
Improving Antibody Humanness Prediction using Patent Data 25 Jan 2024 AstraZeneca/SelfPAD/utils_finetune/load_data_humanness.py b5e4ef25e7e4854d ran Apache-2.0 (permissive)
Equivariant Neural Operator Learning with Graphon Convolution 17 Nov 2023 ccr-cheng/infgcn-pytorch/datasets/_base.py 76294830633c3f09 unverified MIT (permissive)
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning 7 Nov 2023 psunlpgroup/fish-dip/augment/datasets_all.py 404087a3ff94d6e0 ran Apache-2.0 (permissive)
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs 11 Sep 2023 intel/auto-round/auto_round/calib_dataset.py 34b4d7cc1934723b ran Apache-2.0 (permissive)
What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning 16 May 2023 princeton-nlp/whaticllearns/spb/bench_datasets.py 404087a3ff94d6e0 ran MIT (permissive)
Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline 22 Mar 2023 ttgeng233/UnAV/libs/datasets/datasets.py 2ee0df0825339a6e unverified MIT (permissive)
TriDet: Temporal Action Detection with Relative Boundary Modeling 13 Mar 2023 dingfengshi/TriDet/libs/datasets/datasets.py 2ee0df0825339a6e unverified MIT (permissive)
Benchmarking the Robustness of LiDAR Semantic Segmentation Models 3 Jan 2023 yanx27/2dpass/dataloader/dataset.py c134fed586d67760 unverified MIT (permissive)
Benchmarking the Robustness of LiDAR Semantic Segmentation Models 3 Jan 2023 yanx27/2dpass/dataloader/pc_dataset.py 06a0e2786c57fc38 unverified MIT (permissive)
DeepStruct: Pretraining of Language Models for Structure Prediction 21 May 2022 cgraywang/deepstruct/src/dataset_processing/datasets.py 404087a3ff94d6e0 ran Apache-2.0 (permissive)
arXiv:openreview_4kdkm56U5b KurohaneNioko/EADiff/utils/data_processing.py b18982efa98ac3ae unverified MIT (permissive)
arXiv:Yang_TULIP_Transformer_for_Upsampling_of_LiDAR_Point_Clouds_CVPR_2024_paper ethz-asl/TULIP/tulip/util/datasets.py 43237a496468bfd1 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".

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