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scatter

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

scatter appears in the code Syntology harvested for 33 papers, as 21 distinct code bodies found in 34 places (a place is one code body under one paper). At least one of them ran in 7 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 scatter 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 6 of the 21 distinct code bodies named scatter; 15 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
2ran · fixture could not drive it
2ran
15unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 34 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

33 papers shown of 33, newest first; 34 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 3 papers added by Syntology; 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
mlx-vis: GPU-Native Dimensionality Reduction on Apple Silicon added by Syntology 2026-03 (from id) hanxiao/mlx-vis/mlx_vis/plot.py d14c560d73b45e7f unverified no licence file found · pointer only
Unified Biomolecular Trajectory Generation via Pretrained Variational Bridge added by Syntology 2026-02 (from id) yaledeus/PVB/module/model.py ef4e8a8441121db8 ran · our draft was wrong MIT (permissive)
Training a Foundation Model for Materials on a Budget added by Syntology 2025-08 (from id) atomicarchitects/nequix/nequix/torch_impl/model.py 59afa7c7a5321462 ran · fixture could not drive it MIT (permissive)
WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba Diffusion 18 Apr 2025 wuyang98/weathergen/evaluate_weather.py 5dded98cc63dcf0c unverified MIT (permissive)
DeepSeek-V3 Technical Report 27 Dec 2024 deepseek-ai/dualpipe/dualpipe/utils.py 9f769b3a36872ceb unverified MIT (permissive)
LPViT: Low-Power Semi-structured Pruning for Vision Transformers 2 Jul 2024 Akimoto-Cris/LPViT/sp_vision_transformer.py e11ddb5cae4f73b4 ran no licence file found · pointer only
PianoMotion10M: Dataset and Benchmark for Hand Motion Generation in Piano Performance 13 Jun 2024 agnJason/PianoMotion10M/models/BalancedDataParallel.py e44e6e20f6209f87 unverified Apache-2.0 (permissive)
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning 11 Jun 2024 taewonpark/D3/WikiText103/src/utils/data_parallel.py 69598ced7806d8c3 unverified MIT (permissive)
Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing 2 Mar 2024 zhoushen1/dcmpnet/utils/data_parallel.py 750d4b7871bdab54 unverified MIT (permissive)
Gaussian Plane-Wave Neural Operator for Electron Density Estimation 5 Feb 2024 holywater2/GPWNO/source/baseline/charge3net.py ddea4708a433a69f ran no licence file found · pointer only
Higher-Order Equivariant Neural Networks for Charge Density Prediction in Materials 8 Dec 2023 AIforGreatGood/charge3net/src/charge3net/models/e3.py ddea4708a433a69f ran MIT (permissive)
Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks 7 Jun 2023 x-plug/youku-mplug/models/distributed_utils.py a0ec16c196ad3cf3 unverified Apache-2.0 (permissive)
Scaling Transformer to 1M tokens and beyond with RMT 19 Apr 2023 booydar/transformer-xl/pytorch/utils/data_parallel.py 69598ced7806d8c3 unverified Apache-2.0 (permissive)
Joint Video Multi-Frame Interpolation and Deblurring under Unknown Exposure Time 27 Mar 2023 shangwei5/VIDUE/code/loss/BDP.py e44e6e20f6209f87 unverified MIT (permissive)
LKD-Net: Large Kernel Convolution Network for Single Image Dehazing 5 Sep 2022 swu-cs-medialab/lkd-net/utils/data_parallel.py 69598ced7806d8c3 unverified MIT (permissive)
Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk 2 Jul 2022 anonNo2/crosstalk-generation/src/gpt/data_parallel.py 69598ced7806d8c3 unverified Apache-2.0 (permissive)
Vision Transformers for Single Image Dehazing 8 Apr 2022 IDKiro/DehazeFormer/utils/data_parallel.py 69598ced7806d8c3 unverified MIT (permissive)
Going Beyond Linear Transformers with Recurrent Fast Weight Programmers 11 Jun 2021 IDSIA/lmtool-fwms/src/utils/data_parallel.py 69598ced7806d8c3 unverified Apache-2.0 (permissive)
Hybrid Generative-Contrastive Representation Learning 11 Jun 2021 kakaobrain/scrl/distributed/comm.py e1d95008530ae31a unverified Apache-2.0 (permissive)
DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning 25 May 2021 whwu95/DSANet/codes/core/parallel/_functions.py aa73f0787179b863 unverified MIT (permissive)
Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning 12 Sep 2020 FingerRec/BE/src/Contrastive/utils/visualization/t_SNE_Visualization.py 619fce8e78bddcfa unverified no licence file found · pointer only
Semantic Flow for Fast and Accurate Scene Parsing 24 Feb 2020 donnyyou/torchcv/lib/parallel/_functions.py aa73f0787179b863 unverified Apache-2.0 (permissive)
Semantic Flow for Fast and Accurate Scene Parsing 24 Feb 2020 donnyyou/torchcv/lib/parallel/scatter_gather.py 12610892f9cebded unverified Apache-2.0 (permissive)
Actions as Moving Points 14 Jan 2020 MCG-NJU/MOC-Detector/src/MOC_utils/scatter_gather.py 4c7015c577141603 unverified MIT (permissive)
TF3P: Three-dimensional Force Fields Fingerprint Learned by Deep Capsular Network 24 Dec 2019 canisw/tf3p/trainer.py b0381b019615a5c8 ran · our draft was wrong licence not identified · pointer only
CenterNet: Keypoint Triplets for Object Detection 17 Apr 2019 DaiJianBo/CenterNet-duan-2080Ti/models/py_utils/scatter_gather.py 4c7015c577141603 unverified MIT (permissive)
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context 9 Jan 2019 TimDettmers/transformer-xl/pytorch/utils/data_parallel.py 69598ced7806d8c3 unverified Apache-2.0 (permissive)
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism 16 Nov 2018 KakaoBrain/torchgpipe/torchgpipe/microbatch.py e6e8680c8e3f7cca unverified BSD-3-Clause (permissive)
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks 1 Oct 2018 juho-lee/set_transformer/plots.py a497385cd0d3e5cf unverified MIT (permissive)
CornerNet: Detecting Objects as Paired Keypoints 3 Aug 2018 princeton-vl/CornerNet/models/py_utils/scatter_gather.py 4c7015c577141603 unverified BSD-3-Clause (permissive)
Deep Sets 10 Mar 2017 acciorocketships/setautoencoder/sae/sae_model.py 0808761c59163052 ran · fixture could not drive it no licence file found · pointer only
MOT16: A Benchmark for Multi-Object Tracking 2 Mar 2016 toptrack/toptrack2023/src/lib/models/scatter_gather.py 4c7015c577141603 unverified MIT (permissive)
arXiv:Zeng_Parameterized_Cost_Volume_for_Stereo_Matching_ICCV_2023_paper jiaxiZeng/Parameterized-Cost-Volume-for-Stereo-Matching/core/utils/data_parallel.py 030bff85148ff490 unverified MIT (permissive)
arXiv:2023.findings-acl.765 qtli/EIB/code/EIB_model/optimization.py e44e6e20f6209f87 unverified 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