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download

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

download appears in the code Syntology harvested for 53 papers, as 44 distinct code bodies found in 55 places (a place is one code body under one paper). At least one of them ran in 1 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 download 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 1 of the 44 distinct code bodies named download; 43 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
0ran
43unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 55 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

53 papers shown of 53, newest first; 55 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
Long-Horizon Forecasting of Complete Financial Statements with Forma added by Syntology 2026-08 (from id) forma-lab-mccombs/proforma-20q/src/proforma20q/download.py 544c8030719e72aa unverified Apache-2.0 (permissive)
-Agentic Science Toolkit for Exoplanet Research added by Syntology 2026-03 (from id) emipanek/aster/download_linelists.py 037e6a7082defab9 unverified no licence file found · pointer only
Evaluating GFlowNet from partial episodes for stable and flexible policy-based training added by Syntology 2026-03 (from id) niupuhua1234/Sub-EB/gfn-subeb/data_dag/factories.py 874cb43146e2c04f unverified MIT (permissive)
One Model to Rig Them All: Diverse Skeleton Rigging with UniRig 2025-04 (from id) VAST-AI-Research/UniRig/src/inference/download.py 1b5af4aebedc37c1 unverified MIT (permissive)
Improving Transformer World Models for Data-Efficient RL 3 Feb 2025 eloialonso/iris/src/models/tokenizer/tokenizer.py 5b78fedd249dc684 unverified GPL-3.0 (copyleft) · pointer only
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings 28 Oct 2024 miladkhademinori/class-incremental-learning/preprocess_core50.py 247e38928eef8da6 unverified MIT (permissive)
GFlowNet Training by Policy Gradients 12 Aug 2024 niupuhua1234/gfn-pg/gfn-pg/data_dag/data.py 874cb43146e2c04f unverified no licence file found · pointer only
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning 29 May 2024 ypwang61/VAS/baselines/utils.py bb98f2d1cb3c5ff8 unverified no licence file found · pointer only
On the Content Bias in Fréchet Video Distance 18 Apr 2024 songweige/tats/tats/download.py 5d4761377571292e unverified MIT (permissive)
ACES: Evaluating Automated Audio Captioning Models on the Semantics of Sounds 2024-03 (from id) gljs/aces/src/aces/fense/download_utils.py 855591d1fd6de239 unverified MIT (permissive)
Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models 19 Mar 2024 CPJKU/wechsel/wechsel/download_utils.py 284b3343611d62ea unverified MIT (permissive)
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension 12 Mar 2024 zh460045050/V2L-Tokenizer/models/models_v2l.py 24234ada3a1a42c0 unverified no licence file found · pointer only
Audio-Synchronized Visual Animation 8 Mar 2024 lzhangbj/ASVA/avgen/evaluations/models/download.py 9e65296ac68e0ab1 unverified no licence file found · pointer only
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation 25 Nov 2023 ExplainableML/uot-fm/models/inception.py f93ac625244c51c4 unverified MIT (permissive)
Information decomposition in complex systems via machine learning 10 Jul 2023 distributed-information-bottleneck/distributed-information-bottleneck.github.io/data.py 4efc1c6c7504002a unverified no licence file found · pointer only
T-MARS: Improving Visual Representations by Circumventing Text Feature Learning 6 Jul 2023 locuslab/t-mars/dataset2metadata/utils.py ff3ba643f9c77bef unverified MIT (permissive)
An Efficient Multilingual Language Model Compression through Vocabulary Trimming 24 May 2023 asahi417/lm-vocab-trimmer/experiments/result.qa_qg.py cf86152564d8753e unverified MIT (permissive)
An Efficient Multilingual Language Model Compression through Vocabulary Trimming 24 May 2023 asahi417/lm-vocab-trimmer/experiments/result.sentiment_xnli.py 6a3affbd85c7c0bb unverified MIT (permissive)
EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation 22 Mar 2023 tjiiv-cprg/epro-pnp-v2/EPro-PnP-6DoF_v2/lib/utils/fs.py 78300875c6a51f76 unverified MIT (permissive)
Are we certain it's anomalous? 16 Nov 2022 aleflabo/HypAD/utils/data.py 8cd82307c19e9ebc unverified MIT (permissive)
TrimTail: Low-Latency Streaming ASR with Simple but Effective Spectrogram-Level Length Penalty 1 Nov 2022 mobvoi/wenet/wenet/cli/hub.py 5de71dffdd6cdf93 unverified Apache-2.0 (permissive)
How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? 27 Oct 2022 hritikbansal/entigen_emnlp/models/minDALL-E/dalle/utils/utils.py 7469c69b65f2718f unverified MIT (permissive)
Instruction-Following Agents with Multimodal Transformer 24 Oct 2022 lhao499/instructrl/instructrl/models/openai/download.py a18a67bfbd7246bb unverified MIT (permissive)
Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions 30 Sep 2022 gim4855744/honam/honam/fetchdata.py 49ab009737f90f51 unverified MIT (permissive)
GANDALF: Gated Adaptive Network for Deep Automated Learning of Features 18 Jul 2022 manujosephv/GATE/fetch_data.py 09d1877931e6e2ad unverified MIT (permissive)
Bayesian Structure Learning with Generative Flow Networks 28 Feb 2022 tristandeleu/jax-dag-gflownet/dag_gflownet/utils/data.py 874cb43146e2c04f unverified MIT (permissive)
Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series 16 Feb 2022 D3-AI/Orion/orion/data.py b1b2e280183a2f78 unverified MIT (permissive)
Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech 2021-06 (from id) wenet-e2e/wetts/wetts/cli/hub.py 8886154120adfdf8 unverified Apache-2.0 (permissive)
Class-Incremental Learning with Generative Classifiers 20 Apr 2021 GMvandeVen/class-incremental-learning/preprocess_core50.py 247e38928eef8da6 unverified MIT (permissive)
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 lukas-blecher/LaTeX-OCR/pix2tex/dataset/arxiv.py 0f3b788b4413877f unverified MIT (permissive)
Masked Face Recognition for Secure Authentication 25 Aug 2020 aqeelanwar/MaskTheFace/utils/fetch_dataset.py b37e60c17b4e8e9e unverified MIT (permissive)
GACELA -- A generative adversarial context encoder for long audio inpainting 11 May 2020 andimarafioti/GACELA/download_checkpoints.py 24c4fa4ef13b1fa2 unverified MIT (permissive)
ResNeSt: Split-Attention Networks 19 Apr 2020 zhanghang1989/ResNeSt/resnest/utils.py eb12eb65d87b258c unverified Apache-2.0 (permissive)
Editable Neural Networks 1 Apr 2020 xtinkt/editable/lib/utils/data.py 4df0769f954f1705 unverified MIT (permissive)
PanNuke Dataset Extension, Insights and Baselines 24 Mar 2020 kaiseem/pointnu-net/models/download.py 8faa1b60508d7b44 unverified MIT (permissive)
A Characteristic Function Approach to Deep Implicit Generative Modeling 16 Sep 2019 crslab/OCFGAN/download.py 67536e62bea58293 unverified MIT (permissive)
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data 13 Sep 2019 Qwicen/node/lib/utils.py 4df0769f954f1705 unverified MIT (permissive)
Neural Shuffle-Exchange Networks -- Sequence Processing in O(n log n) Time 18 Jul 2019 LUMII-Syslab/shuffle-exchange/language/utils.py 1bc05d39413cfea2 unverified MIT (permissive)
Explain Yourself! Leveraging Language Models for Commonsense Reasoning 6 Jun 2019 salesforce/cos-e/code/generation/train_commonsenseqa_v1.1.py 29b85865cef26284 ran · our draft was wrong BSD-3-Clause (permissive)
Exploring Randomly Wired Neural Networks for Image Recognition 2 Apr 2019 timctho/random-wired-nn-tensorflow/src/dataset/mnist.py 0d65e022d1e2371e unverified Apache-2.0 (permissive)
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing 28 Jul 2018 dlshriver/tensorfuzz/tensorfuzz/dataset.py 0d65e022d1e2371e unverified Apache-2.0 (permissive)
On gradient regularizers for MMD GANs 29 May 2018 MichaelArbel/Scaled-MMD-GAN/scripts/download.py 67536e62bea58293 unverified BSD-3-Clause (permissive)
Self-Attention Generative Adversarial Networks 21 May 2018 IEWbgfnYDwHRoRRSKtkdyMDUzgdwuBYgDKtDJWd/doldy/app_utils.py e76e1f39c42ee168 unverified MIT (permissive)
Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation 10 Apr 2018 vitrioil/Speech-Separation/src/loader/download.py 5de9671f9e16d22e unverified MIT (permissive)
Convolutional Neural Networks with Alternately Updated Clique 28 Feb 2018 lishuliang/Emotion-Recognition/dataloader/data_generator.py 5de9111267673e8a unverified MIT (permissive)
Compressed Sensing using Generative Models 9 Mar 2017 AshishBora/csgm/download.py 67536e62bea58293 unverified MIT (permissive)
MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving 22 Dec 2016 MarvinTeichmann/MultiNet/download_data.py 2f54556acaaaa4eb unverified MIT (permissive)
MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving 22 Dec 2016 MarvinTeichmann/KittiBox/download_data.py e699268eb4620c35 unverified MIT (permissive)
Finding Tiny Faces 13 Dec 2016 varununleashed/tiny_faces_temp/download_WIDERFACE.py c1c3c4d881e7b0ae unverified MIT (permissive)
Image-to-Image Translation with Conditional Adversarial Networks 21 Nov 2016 akanametov/Pix2Pix/dataset/utils.py 3adec9b4853380c3 unverified MIT (permissive)
Is the deconvolution layer the same as a convolutional layer? 22 Sep 2016 atriumlts/subpixel/download.py 67536e62bea58293 unverified MIT (permissive)
Rethinking the Inception Architecture for Computer Vision 2 Dec 2015 matthias-wright/jax-fid/jax_fid/utils.py f93ac625244c51c4 unverified Apache-2.0 (permissive)
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization 10 Jun 2014 dave-fernandes/SaddleFreeOptimizer/mnist/dataset.py 0d65e022d1e2371e unverified Apache-2.0 (permissive)
arXiv:2023.emnlp-main.829 konstantinjdobler/focus/src/deepfocus/download_utils.py 284b3343611d62ea unverified MIT (permissive)
arXiv:2020.emnlp-main.198 SKTBrain/KoBERT/kobert/utils/utils.py cdebbf6bee37134f 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