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Embedding

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

Embedding appears in the code Syntology harvested for 90 papers, as 54 distinct code bodies found in 100 places (a place is one code body under one paper). At least one of them ran in 73 of the papers; 6 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 Embedding 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 39 of the 54 distinct code bodies named Embedding; 15 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
8ran · our draft was wrong
1ran · fixture could not drive it
30ran
15unverified
6fingerprinted

Licence is a property of each copy, so it is counted per place: 46 of the 100 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

90 papers shown of 90, newest first; 100 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 5 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
LFM: Leveraging Foundation Models for Source-Free Universal Domain Adaptation added by Syntology 2026-07 (from id) iamjingli/LFM/train_target.py 85470d3ab6c52602 ran · metamorphic tier: deterministic MIT (permissive)
Approximating Matrix Functions with Deep Neural Networks and Transformers added by Syntology 2026-02 (from id) rahul3/LAWT/src/model/transformer.py a3e27bd1e8b628ed ran · fixture could not drive it no licence file found · pointer only
A Decomposition-based State Space Model for Multivariate Time-Series Forecasting added by Syntology 2026-02 (from id) Neurogica/DecompSSM/models/decompssm/network.py 8a134fe8fe7ee094 ran fingerprinted BSD-3-Clause-Clear · pointer only
AceFF: A State-of-the-Art Machine Learning Potential for Small Molecules added by Syntology 2026-01 (from id) isayevlab/aimnetcentral/aimnet/models/aimnet2.py c87249f286c324ed ran MIT (permissive)
PRIM: Towards Practical In-Image Multilingual Machine Translation added by Syntology 2025-09 (from id) BITHLP/PRIM/vision/src/VisionModel.py 1e1ca377fc4da0b8 ran MIT (permissive)
Federated Continual Instruction Tuning 17 Mar 2025 Ghy0501/FCIT/CoIN/peft/tuners/coinmoelora.py 67bcd009de9ee47b ran Apache-2.0 (permissive)
Large Language Models are Strong Audio-Visual Speech Recognition Learners 18 Sep 2024 umbertocappellazzo/llama-avsr/av_hubert/avhubert/hubert_asr.py 96cbb5e9ca5b6be0 ran · our draft was wrong no licence file found · pointer only
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation 19 Aug 2024 akalikong/ilora/model/peft/tuners/moelora.py fdb24ec07f306248 unverified no licence file found · pointer only
Learning Video Temporal Dynamics with Cross-Modal Attention for Robust Audio-Visual Speech Recognition 4 Jul 2024 sungnyun/avsr-temporal-dynamics/avhubert/hubert_asr.py 96cbb5e9ca5b6be0 ran · our draft was wrong Apache-2.0 (permissive)
Self-Modifying State Modeling for Simultaneous Machine Translation 4 Jun 2024 EurekaForNLP/SM2/fairseq/models/transformer_with_SM2/transformer_with_sm2.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT (permissive)
Self-Modifying State Modeling for Simultaneous Machine Translation 4 Jun 2024 EurekaForNLP/SM2/fairseq/models/transformer_with_SM2/transformer_encoder.py 8ca9b4cd178263e1 ran MIT (permissive)
FLoRA: Low-Rank Core Space for N-dimension 23 May 2024 sjtu-deepvisionlab/flora/flora/flora.py 30cc2aeb15114c79 unverified no licence file found · pointer only
Towards Multi-modal Transformers in Federated Learning 18 Apr 2024 imguangyu/FedCola/src/models/mome.py ca1882c73ffb469b unverified Apache-2.0 (permissive)
Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing 23 Feb 2024 sally-sh/vsp-llm/src/vsp_llm.py 96cbb5e9ca5b6be0 ran · our draft was wrong no licence file found · pointer only
Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent 21 Feb 2024 weiyifan1023/neeko/moelora/tuners/moelora.py 0196405048e1cadd ran Apache-2.0 (permissive)
How do Hyenas deal with Human Speech? Speech Recognition and Translation with ConfHyena 20 Feb 2024 hlt-mt/fbk-fairseq/examples/speech_recognition/models/vggtransformer.py 4d573553ce7d5023 ran · our draft was wrong licence not identified · pointer only
MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech 14 Feb 2024 enhuiz/vall-e/vall_e/vall_e/ar.py ccb069c6188deb3c ran · metamorphic tier: deterministic MIT (permissive)
Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation 4 Jan 2024 LZY-HZAU/PTM-CMGMS/Codes/Multi-scale-Sequence/model_MS.py c0ac11d45db25b30 unverified no licence file found · pointer only
Multichannel AV-wav2vec2: A Framework for Learning Multichannel Multi-Modal Speech Representation 7 Jan 2024 zqs01/multi-channel-wav2vec2/avhubert/hubert_asr.py 96cbb5e9ca5b6be0 ran · our draft was wrong no licence file found · pointer only
FIRE: Food Image to REcipe generation 28 Aug 2023 prateekchhikara/fire/ingredients/modules/transformer_decoder.py 365a7f250f4b06f4 ran · our draft was wrong no licence file found · pointer only
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities 18 May 2023 OFA-Sys/ONE-PEACE/one_peace/models/components.py 04b37e9f45497473 unverified Apache-2.0 (permissive)
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation 28 Apr 2023 vita-group/chaincoder/model/transformer.py a3e27bd1e8b628ed ran · fixture could not drive it MIT (permissive)
SGAligner : 3D Scene Alignment with Scene Graphs 28 Apr 2023 sayands/sgaligner/src/aligner/sg_aligner.py b1dbe3c3e8514beb ran · metamorphic tier: invariant fingerprinted MIT (permissive)
GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization 7 Apr 2023 baoguangsheng/gemini/fairseq/models/transformer_gemini.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT (permissive)
ABLE-NeRF: Attention-Based Rendering with Learnable Embeddings for Neural Radiance Field 24 Mar 2023 TangZJ/able-nerf/models/able_nerf.py 7c7aeafde5cc40a0 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Trained on 100 million words and still in shape: BERT meets British National Corpus 17 Mar 2023 ltgoslo/ltg-bert/training/model.py 36a56e4dcf86d97c ran GPL-3.0 (copyleft) · pointer only
Transformer-based Planning for Symbolic Regression 13 Mar 2023 deep-symbolic-mathematics/TPSR/symbolicregression/model/transformer.py b519b32ab2493ee4 unverified MIT (permissive)
Information-Transport-based Policy for Simultaneous Translation 22 Oct 2022 ictnlp/itst/fairseq/models/transformer_itst.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT recorded; this copy not marked cleared · pointer only
Syntax-guided Localized Self-attention by Constituency Syntactic Distance 21 Oct 2022 identical code first harvested elsewhere 96cbb5e9ca5b6be0 ran · our draft was wrong licence of this copy not recorded
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation 14 Oct 2022 identical code first harvested elsewhere 96cbb5e9ca5b6be0 ran · our draft was wrong licence of this copy not recorded
Mixture of Attention Heads: Selecting Attention Heads Per Token 11 Oct 2022 yikangshen/moa/transformer_base.py 96cbb5e9ca5b6be0 ran · our draft was wrong BSD-3-Clause (permissive)
Distill the Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation 10 Oct 2022 pengr/ikd-mmt/fairseq/models/transformer_mmt.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT recorded; this copy not marked cleared · pointer only
CCC-wav2vec 2.0: Clustering aided Cross Contrastive Self-supervised learning of speech representations 5 Oct 2022 speech-lab-iitm/ccc-wav2vec-2.0/fairseq/models/wav2vec/wav2vec2_asr.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT recorded; this copy not marked cleared · pointer only
Mega: Moving Average Equipped Gated Attention 21 Sep 2022 facebookresearch/mega/fairseq/models/mega.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT (permissive)
FR: Folded Rationalization with a Unified Encoder 17 Sep 2022 jugechengzi/fr/code/model.py 2d69b548b68473d8 ran · metamorphic tier: deterministic MIT (permissive)
FR: Folded Rationalization with a Unified Encoder 17 Sep 2022 kochsnow/distribution-matching-rationality/core/model.py 0ecca65553fc73fc unverified MIT (permissive)
Benchmarking Compositionality with Formal Languages 17 Aug 2022 valvoda/neuraltransducer/src/transformer.py a3e27bd1e8b628ed ran · fixture could not drive it MIT (permissive)
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation 29 Jul 2022 identical code first harvested elsewhere 96cbb5e9ca5b6be0 ran · our draft was wrong licence of this copy not recorded
ProDiff: Progressive Fast Diffusion Model For High-Quality Text-to-Speech 13 Jul 2022 Rongjiehuang/ProDiff/modules/commons/common_layers.py a025408166aaff26 unverified MIT (permissive)
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation 18 May 2022 fengpeng-yue/speech-to-speech-translation/fairseq/models/text_to_speech/fastspeech2.py 10a12b04b8648be2 unverified MIT recorded; this copy not marked cleared · pointer only
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech 15 May 2022 Rongjiehuang/GenerSpeech/modules/commons/common_layers.py a025408166aaff26 unverified MIT (permissive)
SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-Speech 2022-04 (from id) yerfor/syntaspeech/modules/commons/layers.py a025408166aaff26 unverified MIT (permissive)
End-to-end symbolic regression with transformers 22 Apr 2022 deep-symbolic-mathematics/TPSR/symbolicregression/model/transformer.py a3e27bd1e8b628ed ran · fixture could not drive it MIT (permissive)
Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localization 22 Mar 2022 YxZhxn/Ray3D/lib/model/rie.py bf9c04a6c467f780 ran · metamorphic tier: deterministic fingerprinted Apache-2.0 (permissive)
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation 4 Mar 2022 qcwthu/Continual_Fewshot_Relation_Learning/encode.py 7497a06fca17f761 unverified MIT (permissive)
Learning the Beauty in Songs: Neural Singing Voice Beautifier 27 Feb 2022 MoonInTheRiver/DiffSinger/modules/commons/common_layers.py a025408166aaff26 unverified MIT (permissive)
Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection 25 Feb 2022 githubg0/mvg/models.py 8431fc19449d5b80 ran · metamorphic tier: deterministic no licence file found · pointer only
DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs 28 Jan 2022 komyeongjin/specdiff-gan/model/blocks.py a3e27bd1e8b628ed ran · fixture could not drive it MIT (permissive)
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages 27 Jan 2022 e-bug/volta/volta/m3p_transformer.py a3e27bd1e8b628ed ran · fixture could not drive it MIT (permissive)
S3PRL-VC: Open-source Voice Conversion Framework with Self-supervised Speech Representations 12 Oct 2021 unilight/s3prl-vc/s3prl_vc/models/Taco2_AR.py 94c4df5711076aa3 unverified MIT (permissive)
Pretrained Language Models are Symbolic Mathematics Solvers too! 7 Oct 2021 softsys4ai/differentiable-proving/src/model/transformer.py a3e27bd1e8b628ed ran · fixture could not drive it MIT (permissive)
PortaSpeech: Portable and High-Quality Generative Text-to-Speech 30 Sep 2021 natspeech/natspeech/modules/commons/layers.py a025408166aaff26 unverified MIT (permissive)
On Multi-Modal Learning of Editing Source Code 15 Aug 2021 modit-team/MODIT/src/transformer.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT (permissive)
LoRA: Low-Rank Adaptation of Large Language Models 17 Jun 2021 zhanglab-aim/lingo/peftnew/tuners/lora.py 747685b3f553947b ran · metamorphic tier: deterministic GPL-3.0 (copyleft) · pointer only
LoRA: Low-Rank Adaptation of Large Language Models 17 Jun 2021 phoebussi/alpaca-cot/peft/src/peft/tuners/lora.py 1d022836585085cb ran · metamorphic tier: deterministic Apache-2.0 (permissive)
Cascaded Head-colliding Attention 31 May 2021 LZhengisme/CODA/fairseq/models/coda_transformer.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT recorded; this copy not marked cleared · pointer only
G-Transformer for Document-level Machine Translation 31 May 2021 baoguangsheng/g-transformer/fairseq/models/transformer.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT (permissive)
Neural Machine Translation with Monolingual Translation Memory 24 May 2021 jcyk/copyisallyouneed/generator.py 0ef15a4cb09384ad ran · our draft was wrong no licence file found · pointer only
EL-Attention: Memory Efficient Lossless Attention for Generation 11 May 2021 microsoft/fastseq/fastseq/models/prophetnet_fs/ngram_s2s_model.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT (permissive)
MLP-Mixer: An all-MLP Architecture for Vision 4 May 2021 04RR/SOTA-Vision/MLP_Mixer.py f580308b965b6c05 ran · metamorphic tier: deterministic no licence file found · pointer only
MLP-Mixer: An all-MLP Architecture for Vision 4 May 2021 YeongHyeon/MLP-Mixer-PyTorch/neuralnet/mlp_mixer.py e6b70f83068f6b6c ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
GNeRF: GAN-based Neural Radiance Field without Posed Camera 29 Mar 2021 quan-meng/gnerf/model/generator.py e327082f6644b65f ran fingerprinted MIT (permissive)
IOT: Instance-wise Layer Reordering for Transformer Structures 5 Mar 2021 instance-wise-ordered-transformer/iot/fairseq/models/transformer.py 96cbb5e9ca5b6be0 ran · our draft was wrong licence not identified · pointer only
Does Head Label Help for Long-Tailed Multi-Label Text Classification 24 Jan 2021 xiaolin1207/HTTN-master/models.py 9402444624eb2a6c ran no licence file found · pointer only
Learning Light-Weight Translation Models from Deep Transformer 27 Dec 2020 identical code first harvested elsewhere 96cbb5e9ca5b6be0 ran · our draft was wrong licence of this copy not recorded
Beyond English-Centric Multilingual Machine Translation 21 Oct 2020 identical code first harvested elsewhere 96cbb5e9ca5b6be0 ran · our draft was wrong licence of this copy not recorded
GSum: A General Framework for Guided Neural Abstractive Summarization 15 Oct 2020 neulab/guided_summarization/bart/fairseq/models/guided_transformer.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT (permissive)
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains 15 Oct 2020 RUC-WSM/WD-Match/src/model.py 6778af74cb726d32 ran no licence file found · pointer only
Exploring Semantic Capacity of Terms 5 Oct 2020 c3sr/semantic-capacity/hype/graph.py ac80d0da260c5531 ran Apache-2.0 (permissive)
Very Deep Transformers for Neural Machine Translation 18 Aug 2020 microsoft/deepnmt/deepnmt/adv_transformer.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT (permissive)
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation 17 Jul 2020 middlekisser/GMNMT/model/util.py 8ca9b4cd178263e1 ran MIT (permissive)
Learning Sparse Prototypes for Text Generation 29 Jun 2020 jxhe/sparse-text-prototype/sparse_prototype/retriever/cnn_text.py 93f6e2cb46ccec10 unverified MIT (permissive)
Multi-branch Attentive Transformer 18 Jun 2020 HA-Transformer/HA-Transformer/fairseq/models/transformer.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT recorded; this copy not marked cleared · pointer only
Applying the Transformer to Character-level Transduction 20 May 2020 identical code first harvested elsewhere a3e27bd1e8b628ed ran · fixture could not drive it licence of this copy not recorded
SongNet: Rigid Formats Controlled Text Generation 17 Apr 2020 shibing624/textgen/textgen/language_modeling/songnet_model.py 1485dd769dd9cb51 ran · our draft was wrong Apache-2.0 (permissive)
Balancing Training for Multilingual Neural Machine Translation 14 Apr 2020 cindyxinyiwang/multiDDS/fairseq/models/data_actor.py 2e401e8f716a93e1 ran · our draft was wrong MIT (permissive)
AMR Parsing via Graph-Sequence Iterative Inference 12 Apr 2020 identical code first harvested elsewhere 1485dd769dd9cb51 ran · our draft was wrong licence of this copy not recorded
Learning to Encode Position for Transformer with Continuous Dynamical Model 13 Mar 2020 identical code first harvested elsewhere 96cbb5e9ca5b6be0 ran · our draft was wrong licence of this copy not recorded
A Probabilistic Formulation of Unsupervised Text Style Transfer 10 Feb 2020 identical code first harvested elsewhere cc6417e762730325 ran · our draft was wrong licence of this copy not recorded
Time-aware Large Kernel Convolutions 8 Feb 2020 lioutasb/TaLKConvolutions/talkconv/talkconv_fairseq/talkconv.py 96cbb5e9ca5b6be0 ran · our draft was wrong MIT (permissive)
Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection 25 Dec 2019 identical code first harvested elsewhere 4d573553ce7d5023 ran · our draft was wrong licence of this copy not recorded
Neural ODEs as the Deep Limit of ResNets with constant weights 28 Jun 2019 identical code first harvested elsewhere 96cbb5e9ca5b6be0 ran · our draft was wrong licence of this copy not recorded
Learning Deep Transformer Models for Machine Translation 5 Jun 2019 wangqiangneu/dlcl/fairseq/models/dlcl_transformer.py 365a7f250f4b06f4 ran · our draft was wrong licence not identified · pointer only
A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models 29 May 2019 identical code first harvested elsewhere a3e27bd1e8b628ed ran · fixture could not drive it licence of this copy not recorded
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation 14 May 2019 marvinchung/hw5-textstyletransfer/models/transformer.py cc6417e762730325 ran · our draft was wrong no licence file found · pointer only
Augmented Neural ODEs 2 Apr 2019 identical code first harvested elsewhere 96cbb5e9ca5b6be0 ran · our draft was wrong licence of this copy not recorded
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 scut-bds/example_repo_from_scutbds/model/transformer.py 9b35e4cf0e15ffdd ran · metamorphic tier: deterministic Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 graykode/nlp-tutorial/5-2.BERT/BERT.py fa869a3c0b590d54 unverified MIT (permissive)
Attention Is All You Need 12 Jun 2017 identical code first harvested elsewhere a3e27bd1e8b628ed ran · fixture could not drive it licence of this copy not recorded
Attention Is All You Need 12 Jun 2017 Kirankumaraswamy/Transformers/models/transformer_model.py 6fc4c565fab748d9 ran · metamorphic tier: deterministic no licence file found · pointer only
Attention Is All You Need 12 Jun 2017 vpj/jax_transformer/transformer.py 33c81e637a193504 ran no licence file found · pointer only
Attention Is All You Need 12 Jun 2017 antoinecollas/transformer_neural_machine_translation/transformer/transformer.py f5dac8cad77230ff ran · metamorphic tier: deterministic MIT (permissive)
Attention Is All You Need 12 Jun 2017 tanjeffreyz/attention-is-all-you-need/modules/transformer.py 5502c1dcc3a10b95 ran no licence file found · pointer only
Attention Is All You Need 12 Jun 2017 simonjisu/annotated-transformer-kr/transformer/models.py d9c21a0106f25f6e ran · metamorphic tier: invariant no licence file found · pointer only
Get To The Point: Summarization with Pointer-Generator Networks 14 Apr 2017 steph1793/Pointer_Transformer_Generator/transformer.py 29f76cba1aca3bcc ran MIT (permissive)
WaveNet: A Generative Model for Raw Audio 12 Sep 2016 swasun/VQ-VAE-Speech/src/wavenet_vocoder/wavenet.py d792a0fba4201cf8 ran · our draft was wrong MIT (permissive)
Generating Sentences from a Continuous Space 19 Nov 2015 kefirski/pytorch_RVAE/model/rvae.py f095a1e3a4e44d91 unverified MIT (permissive)
Auto-Encoding Variational Bayes 20 Dec 2013 vimlord/torchrosa-tts/vae/model.py 3de403259b405b9a ran · metamorphic tier: deterministic no licence file found · pointer only
arXiv:2024.acl-long.435 ytf-philp/AmbigST/speechut/models/speechut_st.py 96cbb5e9ca5b6be0 ran · our draft was wrong Apache-2.0 (permissive)
arXiv:2022.acl-long.35 tjunlp-lab/KaFSP/utils.py ba0897a0cec66eee 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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