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cast_tuple

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

cast_tuple appears in the code Syntology harvested for 58 papers, as 18 distinct code bodies found in 63 places (a place is one code body under one paper). At least one of them ran in 57 of the papers; 15 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 cast_tuple 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 16 of the 18 distinct code bodies named cast_tuple; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

8ran · honoured contract
7ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
1ran
2unverified
15fingerprinted

Licence is a property of each copy, so it is counted per place: 14 of the 63 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

58 papers shown of 58, newest first; 63 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; 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
Diffusion Models without Classifier-free Guidance 17 Feb 2025 lucidrains/classifier-free-guidance-pytorch/classifier_free_guidance_pytorch/classifier_free_guidance_pytorch.py f70dcb896366697c ran · honoured contract fingerprinted MIT (permissive)
Implicit Neural Representations of Molecular Vector-Valued Functions 15 Feb 2025 daenuprobst/minf/src/minf/models/utils.py 7bd1641f670e602d ran · honoured contract fingerprinted MIT (permissive)
FlashVideo:Flowing Fidelity to Detail for Efficient High-Resolution Video Generation 7 Feb 2025 foundationvision/flashvideo/flashvideo/vae_modules/cp_enc_dec.py c1b68cdd9e73316a ran · honoured contract fingerprinted Apache-2.0 (permissive)
FLowHigh: Towards Efficient and High-Quality Audio Super-Resolution with Single-Step Flow Matching 9 Jan 2025 jjunak-yun/FLowHigh_code/data.py f70dcb896366697c ran · honoured contract fingerprinted MIT (permissive)
SUICA: Learning Super-high Dimensional Sparse Implicit Neural Representations for Spatial Transcriptomics 2 Dec 2024 Szym29/SUICA/networks/siren.py 7bd1641f670e602d ran · honoured contract fingerprinted MIT (permissive)
Hallo3: Highly Dynamic and Realistic Portrait Image Animation with Video Diffusion Transformer 1 Dec 2024 fudan-generative-vision/hallo3/hallo3/vae_modules/cp_enc_dec.py c1b68cdd9e73316a ran · honoured contract fingerprinted MIT (permissive)
Community Research Earth Digital Intelligence Twin (CREDIT) 9 Nov 2024 ncar/miles-credit/credit/diffusion_utils.py d229662b12e581b6 ran · honoured contract fingerprinted Apache-2.0 (permissive)
ECHOPulse: ECG controlled echocardio-grams video generation 4 Oct 2024 levyisthebest/echopulse_prelease/EchoPulse_pytorch/phenaki_pytorch.py f70dcb896366697c ran · honoured contract fingerprinted no licence file found · pointer only
ECHOPulse: ECG controlled echocardio-grams video generation 4 Oct 2024 levyisthebest/echopulse_prelease/EchoPulse_pytorch/cvivit_trainer.py 5cfcc1d3230706ff ran · honoured contract fingerprinted no licence file found · pointer only
Learning Generative Interactive Environments By Trained Agent Exploration 10 Sep 2024 insait-institute/genieredux/models/dynamics.py f70dcb896366697c ran · honoured contract fingerprinted MIT (permissive)
Learning Trimodal Relation for AVQA with Missing Modality 23 Jul 2024 identical code first harvested elsewhere d229662b12e581b6 ran · honoured contract fingerprinted licence of this copy not recorded
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers 15 Mar 2024 nus-hpc-ai-lab/opendit/videosys/models/autoencoders/autoencoder_kl_open_sora.py c1b68cdd9e73316a ran · honoured contract fingerprinted Apache-2.0 (permissive)
BiTT: Bi-directional Texture Reconstruction of Interacting Two Hands from a Single Image 13 Mar 2024 yunminjin2/bitt/models/network.py d229662b12e581b6 ran · honoured contract fingerprinted GPL-3.0 (copyleft) · pointer only
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction 1 Feb 2024 leap-stc/ChaosBench/chaosbench/models/vit.py 1f7c550e65142ef8 ran · violated contract fingerprinted GPL-3.0 (copyleft) · pointer only
SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery 28 Nov 2023 microsoft/satclip/satclip/location_encoder.py 7bd1641f670e602d ran · honoured contract fingerprinted MIT (permissive)
Tell2Design: A Dataset for Language-Guided Floor Plan Generation 27 Nov 2023 lucidrains/imagen-pytorch/imagen_pytorch/trainer.py efcd80d66cfe5bcb ran fingerprinted MIT (permissive)
PaLI-3 Vision Language Models: Smaller, Faster, Stronger 13 Oct 2023 kyegomez/PALI3/pali3/ul2.py 1f7c550e65142ef8 ran · violated contract fingerprinted MIT (permissive)
Nugget: Neural Agglomerative Embeddings of Text 3 Oct 2023 steventan0110/star/src/models/utils.py a97ee8a3a9639b95 ran · violated contract fingerprinted MIT (permissive)
Boosting Residual Networks with Group Knowledge 26 Aug 2023 tsj-001/aaai24-gkt/gkt/model_bank/pit_ddp.py 5c1da0fe7a052b06 ran · honoured contract fingerprinted MIT (permissive)
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis 16 Aug 2023 pmh9960/GCDP/imagen_pytorch/trainer.py efcd80d66cfe5bcb ran fingerprinted no licence file found · pointer only
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale 23 Jun 2023 lucidrains/voicebox-pytorch/voicebox_pytorch/data.py f70dcb896366697c ran · honoured contract fingerprinted MIT (permissive)
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale 23 Jun 2023 lucidrains/voicebox-pytorch/voicebox_pytorch/trainer.py 5cfcc1d3230706ff ran · honoured contract fingerprinted MIT (permissive)
PaLI-X: On Scaling up a Multilingual Vision and Language Model 29 May 2023 kyegomez/PALI/pali/transformer.py 1f7c550e65142ef8 ran · violated contract fingerprinted MIT (permissive)
GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes 25 May 2023 ibrahimethemhamamci/generatect/super_resolution/super_resolution/trainer.py efcd80d66cfe5bcb ran fingerprinted MIT (permissive)
SoundStorm: Efficient Parallel Audio Generation 16 May 2023 lucidrains/soundstorm-pytorch/soundstorm_pytorch/trainer.py 5cfcc1d3230706ff ran · honoured contract fingerprinted MIT (permissive)
Scaling up GANs for Text-to-Image Synthesis 9 Mar 2023 lucidrains/gigagan-pytorch/gigagan_pytorch/gigagan_pytorch.py c1b68cdd9e73316a ran · honoured contract fingerprinted MIT (permissive)
Efficient Implicit Neural Reconstruction Using LiDAR 28 Feb 2023 StarRealMan/EINRUL/thirdparty/siren.py 7bd1641f670e602d ran · honoured contract fingerprinted MIT (permissive)
Dual PatchNorm 2 Feb 2023 lucidrains/musiclm-pytorch/musiclm_pytorch/trainer.py 5cfcc1d3230706ff ran · honoured contract fingerprinted MIT (permissive)
MusicLM: Generating Music From Text 26 Jan 2023 zhvng/open-musiclm/open_musiclm/data.py f70dcb896366697c ran · honoured contract fingerprinted MIT (permissive)
Can denoising diffusion probabilistic models generate realistic astrophysical fields? 22 Nov 2022 lucidrains/denoising-diffusion-pytorch/denoising_diffusion_pytorch/denoising_diffusion_pytorch.py d229662b12e581b6 ran · honoured contract fingerprinted MIT (permissive)
Implicit Graphon Neural Representation 7 Nov 2022 mishne-lab/ignr/IGNR/siren_pytorch.py 7bd1641f670e602d ran · honoured contract fingerprinted MIT (permissive)
Scalable Neural Video Representations with Learnable Positional Features 13 Oct 2022 subin-kim-cv/NVP/modulation.py 7bd1641f670e602d ran · honoured contract fingerprinted MIT (permissive)
Phenaki: Variable Length Video Generation From Open Domain Textual Description 5 Oct 2022 lucidrains/phenaki-pytorch/phenaki_pytorch/phenaki_pytorch.py f70dcb896366697c ran · honoured contract fingerprinted MIT (permissive)
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise 19 Aug 2022 identical code first harvested elsewhere d229662b12e581b6 ran · honoured contract fingerprinted licence of this copy not recorded
VALHALLA: Visual Hallucination for Machine Translation 31 May 2022 jerryyli/valhalla-nmt/models/hallucinate/transformer.py 87478659023a0eda unverified MIT (permissive)
Memorizing Transformers 16 Mar 2022 identical code first harvested elsewhere f70dcb896366697c ran · honoured contract fingerprinted licence of this copy not recorded
Block-Recurrent Transformers 11 Mar 2022 dashstander/block-recurrent-transformer/block_recurrent_transformer/transformer.py 75e2de7f7799802d ran · violated contract fingerprinted MIT (permissive)
Block-Recurrent Transformers 11 Mar 2022 lucidrains/block-recurrent-transformer-pytorch/block_recurrent_transformer_pytorch/block_recurrent_transformer_pytorch.py c1b68cdd9e73316a ran · honoured contract fingerprinted MIT (permissive)
Self-supervised Learning with Random-projection Quantizer for Speech Recognition 3 Feb 2022 lucasnewman/best-rq-pytorch/best_rq_pytorch/trainer.py 5cfcc1d3230706ff ran · honoured contract fingerprinted MIT (permissive)
Improving language models by retrieving from trillions of tokens 8 Dec 2021 identical code first harvested elsewhere 75e2de7f7799802d ran · violated contract fingerprinted licence of this copy not recorded
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion 24 Nov 2021 lucidrains/nuwa-pytorch/nuwa_pytorch/nuwa_pytorch.py eb9b942eb2ad9e51 ran · violated contract fingerprinted MIT (permissive)
Swin Transformer V2: Scaling Up Capacity and Resolution 18 Nov 2021 JunnYu/x-transformers-paddle/pd_x_transformers/x_transformers.py 1f7c550e65142ef8 ran · violated contract fingerprinted Apache-2.0 (permissive)
Learning Continuous Representation of Audio for Arbitrary Scale Super Resolution 30 Oct 2021 ml-postech/lisa/models/siren.py 7bd1641f670e602d ran · honoured contract fingerprinted BSD-3-Clause (permissive)
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer 28 Aug 2021 xueyee/groupformer/group/models/cluster_transformer.py e0b73c0c3c680d31 ran · honoured contract fingerprinted Apache-2.0 (permissive)
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention 31 Jul 2021 conceptofmind/Crossformer-flax/crossformer.py f70dcb896366697c ran · honoured contract fingerprinted MIT (permissive)
SoundStream: An End-to-End Neural Audio Codec 7 Jul 2021 lucidrains/audiolm-pytorch/audiolm_pytorch/soundstream.py a97ee8a3a9639b95 ran · violated contract fingerprinted MIT (permissive)
Uformer: A General U-Shaped Transformer for Image Restoration 6 Jun 2021 lucidrains/uformer-pytorch/uformer_pytorch/uformer_pytorch.py d9a9e2f685256932 ran · violated contract MIT (permissive)
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 31 May 2021 identical code first harvested elsewhere 1f7c550e65142ef8 ran · violated contract fingerprinted licence of this copy not recorded
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 31 May 2021 lucidrains/segformer-pytorch/segformer_pytorch/segformer_pytorch.py e33cebee6724c045 unverified MIT (permissive)
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding 26 May 2021 conceptofmind/NesT-flax/nest_flax.py/nest_flax.py 1f7c550e65142ef8 ran · violated contract fingerprinted MIT (permissive)
Pay Attention to MLPs 17 May 2021 lucidrains/g-mlp-gpt/g_mlp_gpt/g_mlp_gpt.py 092c152ffc42d497 ran · violated contract fingerprinted MIT (permissive)
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference 2 Apr 2021 ahmedelmahy/myownvit/vit_pytorch/levit.py 15c7fd492938a25c ran · honoured contract fingerprinted MIT (permissive)
Rethinking Spatial Dimensions of Vision Transformers 30 Mar 2021 ahmedelmahy/myownvit/vit_pytorch/pit.py 5c1da0fe7a052b06 ran · honoured contract fingerprinted MIT (permissive)
Iterative SE(3)-Transformers 26 Feb 2021 brsarah20/Alphafold2/alphafold2_pytorch/alphafold2.py 1f7c550e65142ef8 ran · violated contract fingerprinted MIT (permissive)
SidechainNet: An All-Atom Protein Structure Dataset for Machine Learning 16 Oct 2020 victor369basu/ProteinStructurePrediction/helper.py d9a9e2f685256932 ran · violated contract MIT (permissive)
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding 30 Jun 2020 identical code first harvested elsewhere 369eced62e96d690 ran · violated contract fingerprinted licence of this copy not recorded
Implicit Neural Representations with Periodic Activation Functions 17 Jun 2020 marccoru/locationencoder/locationencoder/nn/siren.py 7bd1641f670e602d ran · honoured contract fingerprinted no licence file found · pointer only
GLU Variants Improve Transformer 12 Feb 2020 identical code first harvested elsewhere 369eced62e96d690 ran · violated contract fingerprinted licence of this copy not recorded
GLU Variants Improve Transformer 12 Feb 2020 lucidrains/sinkhorn-transformer/sinkhorn_transformer/sinkhorn_transformer.py e0b73c0c3c680d31 ran · honoured contract fingerprinted MIT (permissive)
Compressive Transformers for Long-Range Sequence Modelling 13 Nov 2019 lucidrains/compressive-transformer-pytorch/compressive_transformer_pytorch/compressive_transformer_pytorch.py 369eced62e96d690 ran · violated contract fingerprinted MIT (permissive)
Stabilizing Transformers for Reinforcement Learning 13 Oct 2019 identical code first harvested elsewhere 369eced62e96d690 ran · violated contract fingerprinted licence of this copy not recorded
Efficient Attention: Attention with Linear Complexities 4 Dec 2018 lucidrains/memory-transformer-xl/memory_transformer_xl/memory_transformer_xl.py 369eced62e96d690 ran · violated contract fingerprinted MIT (permissive)
arXiv:aaai_28322 tsj-001/AAAI24-GKT/gkt/model_bank/pit_ddp.py 5c1da0fe7a052b06 ran · honoured contract fingerprinted 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".

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