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identity

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

identity appears in the code Syntology harvested for 174 papers, as 46 distinct code bodies found in 175 places (a place is one code body under one paper). At least one of them ran in 149 of the papers; 13 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 identity 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 21 of the 46 distinct code bodies named identity; 25 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

10ran · honoured contract
2ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
8ran
25unverified
13fingerprinted

Licence is a property of each copy, so it is counted per place: 46 of the 175 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

100 papers shown of 174 (newest first; the JSON twin carries all 175 places); 101 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 10 papers added by Syntology; 9 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
Hide&Seek: Learning to Explain in an End-to-End Differentiable Network added by Syntology 2026-08 (from id) shap/shap/shap/links.py db29607e6029d39f ran fingerprinted MIT (permissive)
Diffusion Policy with Behavioral Advantage Correction for Offline Reinforcement Learning added by Syntology 2026-08 (from id) aviralkumar2907/CQL/d4rl/rlkit/pythonplusplus.py 9910e2fc297f8665 ran · honoured contract fingerprinted no licence file found · pointer only
GLIDE: Graph-guided Leap Inference for Diffusion Estimation of Spatio-Temporal Point Processes added by Syntology 2026-06 (from id) AONE-NLP/GLIDE/DSTPP/DiffusionModel.py 5e613c5628f4b1ac ran · honoured contract no licence file found · pointer only
Unified Neural Scaling Laws added by Syntology 2026-05 (from id) jax-ml/jax/jax/_src/ad_checkpoint.py 9910e2fc297f8665 ran · honoured contract fingerprinted Apache-2.0 (permissive)
PENG'S Q(λ) FOR CONSERVATIVE VALUE ESTIMATION IN OFFLINE REINFORCEMENT LEARNING added by Syntology 2026-05 (from id) hyeon1996/EPQ/rlkit/torch/sac/epq_trainer.py 9910e2fc297f8665 ran · honoured contract fingerprinted no licence file found · pointer only
Cross-Domain Policy Optimization via Bellman Consistency and Hybrid Critics added by Syntology 2026-03 (from id) dmksjfl/PAR/algo/utils.py 9910e2fc297f8665 ran · honoured contract fingerprinted no licence file found · pointer only
Generalizing GNNs with Tokenized Mixture of Experts added by Syntology 2026-02 (from id) GXG-CS/STEM-GNN/STEM-GNN/model/vq.py f3232418205f7cbd ran · honoured contract fingerprinted no licence file found · pointer only
Is Hierarchical Quantization Essential for Optimal Reconstruction? added by Syntology 2026-01 (from id) wiskott-lab/single-vs-hier-recon/vector_quantize_pytorch/lookup_free_quantization.py f3232418205f7cbd ran · honoured contract fingerprinted BSD-3-Clause (permissive)
OATS: Online Data Augmentation for Time Series Foundation Models added by Syntology 2026-01 (from id) microsoft/TimeCraft/DiGA/diffusion/cont_ctrl_net.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Outcome-Aware Spectral Feature Learning for Instrumental Variable Regression added by Syntology 2025-12 (from id) Wornbard/AugSpecIV/datasets/utils.py 39c5e845572ae4e0 unverified no licence file found · pointer only
arXiv:2507.08387 2025-07 (from id) shlee94/Off2OnRL/rlkit/rlkit/pythonplusplus.py 9910e2fc297f8665 ran · honoured contract fingerprinted no licence file found · pointer only
Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models 15 Jun 2025 tunglm2203/erlvlm/conv_net.py 9910e2fc297f8665 ran · honoured contract fingerprinted MIT (permissive)
SPACE: Your Genomic Profile Predictor is a Powerful DNA Foundation Model 2 Jun 2025 zhujiwei111/space/model/data.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors 28 May 2025 identical code first harvested elsewhere f3232418205f7cbd ran · honoured contract fingerprinted licence of this copy not recorded
MARGE: Improving Math Reasoning for LLMs with Guided Exploration 18 May 2025 lucidrains/marge-pytorch/marge_pytorch/marge_pytorch.py caeb28d34b34bc2a ran · honoured contract MIT (permissive)
Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling 14 Apr 2025 m1balcerak/EnergyMatching/experiments/proteins/model_proteins.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Agentic Keyframe Search for Video Question Answering 20 Mar 2025 fansunqi/akeys/model.py 036725c05a3d96f8 ran fingerprinted MIT (permissive)
Diffusion Models without Classifier-free Guidance 17 Feb 2025 lucidrains/classifier-free-guidance-pytorch/classifier_free_guidance_pytorch/typing.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
T-SCEND: Test-time Scalable MCTS-enhanced Diffusion Model 4 Feb 2025 ai4science-westlakeu/t_scend/tscend_src/model/diffusion_lib/denoising_diffusion_pytorch_1d.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Beyond Message Passing: Neural Graph Pattern Machine 30 Jan 2025 Zehong-Wang/GPM/GPM/model/vq.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
FLowHigh: Towards Efficient and High-Quality Audio Super-Resolution with Single-Step Flow Matching 9 Jan 2025 jjunak-yun/FLowHigh_code/modules.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
A Universal Degradation-based Bridging Technique for Domain Adaptive Semantic Segmentation 13 Dec 2024 Woof6/DiDA/diffusion/mydataset.py 7f1040f5e3991d5e ran · honoured contract no licence file found · pointer only
A Universal Degradation-based Bridging Technique for Domain Adaptive Semantic Segmentation 13 Dec 2024 Woof6/DiDA/diffusion/mysimple.py f3232418205f7cbd ran · honoured contract fingerprinted no licence file found · pointer only
Auto-Regressive Moving Diffusion Models for Time Series Forecasting 12 Dec 2024 daxin007/armd/Models/autoregressive_diffusion/model_utils.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
ARC Prize 2024: Technical Report 5 Dec 2024 michaelhodel/re-arc/dsl.py 64beb8602dc842c0 unverified MIT (permissive)
Dataset Distillers Are Good Label Denoisers In the Wild 18 Nov 2024 kciiiman/dd_lnl/RCIG+ours/algorithms.py c8866f6e0f872a68 unverified no licence file found · pointer only
FM-TS: Flow Matching for Time Series Generation 12 Nov 2024 unites-lab/fmts/FMTS/Models/interpretable_diffusion/model_utils.py 7f1040f5e3991d5e ran · honoured contract no licence file found · pointer only
Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models 11 Nov 2024 ppwangyc/wave/src/dataset/dataset.py 9910e2fc297f8665 ran · honoured contract fingerprinted MIT (permissive)
GFT: Graph Foundation Model with Transferable Tree Vocabulary 9 Nov 2024 Zehong-Wang/GFT/GFT/model/vq.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
Temporal-Difference Learning Using Distributed Error Signals 6 Nov 2024 google/jax/jax/_src/ad_checkpoint.py 9910e2fc297f8665 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer 4 Nov 2024 lucidrains/vector-quantize-pytorch/vector_quantize_pytorch/finite_scalar_quantization.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
Toward Understanding In-context vs. In-weight Learning 30 Oct 2024 chanb/icl_vs_iwl/src/models.py 9910e2fc297f8665 ran · honoured contract fingerprinted no licence file found · pointer only
ODRL: A Benchmark for Off-Dynamics Reinforcement Learning 28 Oct 2024 offdynamicsrl/off-dynamics-rl/algo/utils.py 9910e2fc297f8665 ran · honoured contract fingerprinted MIT (permissive)
Latent Action Pretraining from Videos 15 Oct 2024 LatentActionPretraining/LAPA/laq/laq_model/data.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
VideoAgent: Self-Improving Video Generation 14 Oct 2024 video-as-agent/videoagent/flowdiffusion/model/imagen.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Restructuring Vector Quantization with the Rotation Trick 8 Oct 2024 cfifty/rotation_trick/src/local_vector_quantize_pytorch/vector_quantize_pytorch.py f3232418205f7cbd ran · honoured contract fingerprinted no licence file found · pointer only
DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation 3 Oct 2024 naver-ai/dawin/dawin_rft/main_dawin.py c5bb65913ea0ddde ran · honoured contract fingerprinted Apache-2.0 (permissive)
ECHOPulse: ECG controlled echocardio-grams video generation 4 Oct 2024 levyisthebest/echopulse_prelease/EchoPulse_pytorch/data.py 7f1040f5e3991d5e ran · honoured contract no licence file found · pointer only
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model 20 Aug 2024 lucidrains/transfusion-pytorch/transfusion_pytorch/transfusion.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems 31 Jul 2024 AI4Science-WestlakeU/CL_DiffPhyCon/diffusion/diffusion_2d.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends 31 Jul 2024 SapienzaNLP/maverick-coref/maverick/utils/sampler.py 9910e2fc297f8665 ran · honoured contract fingerprinted no licence file found · pointer only
GOFA: A Generative One-For-All Model for Joint Graph Language Modeling 12 Jul 2024 jiaruifeng/gofa/model.py 9910e2fc297f8665 ran · honoured contract fingerprinted MIT (permissive)
ScaleDreamer: Scalable Text-to-3D Synthesis with Asynchronous Score Distillation 2 Jul 2024 theEricMa/ScaleDreamer/custom/amortized/extern/stylegan_3dconv_modules.py 9910e2fc297f8665 ran · honoured contract fingerprinted Apache-2.0 (permissive)
SigDiffusions: Score-Based Diffusion Models for Long Time Series via Log-Signature Embeddings 14 Jun 2024 Y-debug-sys/Diffusion-TS/Models/interpretable_diffusion/gaussian_diffusion.py d6b55d231d2542c0 ran · honoured contract MIT (permissive)
PianoMotion10M: Dataset and Benchmark for Hand Motion Generation in Piano Performance 13 Jun 2024 agnJason/PianoMotion10M/models/denoise_diffusion.py 7f1040f5e3991d5e ran · honoured contract Apache-2.0 (permissive)
Text-to-Image Rectified Flow as Plug-and-Play Priors 5 Jun 2024 identical code first harvested elsewhere f3232418205f7cbd ran · honoured contract fingerprinted licence of this copy not recorded
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos 29 May 2024 Ziyang412/VideoTree/prompts.py 036725c05a3d96f8 ran fingerprinted MIT (permissive)
Multi-Behavior Generative Recommendation 27 May 2024 anananan116/MBGen/tokenizer/tokenizer.py 9910e2fc297f8665 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models 26 May 2024 walkerworldpeace/tgr/dataset/miniimagenet.py 9910e2fc297f8665 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Learning to Transform Dynamically for Better Adversarial Transferability 23 May 2024 identical code first harvested elsewhere 9910e2fc297f8665 ran · honoured contract fingerprinted licence of this copy not recorded
POPDG: Popular 3D Dance Generation with PopDanceSet 2024-05 (from id) Luke-Luo1/POPDG/model/iDDPM.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Model-based Reinforcement Learning for Parameterized Action Spaces 3 Apr 2024 valarzz/dlpa/models/networks.py 9910e2fc297f8665 ran · honoured contract fingerprinted no licence file found · pointer only
Co-Speech Gesture Video Generation via Motion-Decoupled Diffusion Model 2 Apr 2024 identical code first harvested elsewhere 7f1040f5e3991d5e ran · honoured contract licence of this copy not recorded
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions 27 Mar 2024 hxwork/HandBooster_Pytorch/HandObjectImageSynthesizer/denoising_diffusion_pytorch/classifier_free_guidance_normal_wloss_grcond.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography 26 Mar 2024 identical code first harvested elsewhere 7f1040f5e3991d5e ran · honoured contract licence of this copy not recorded
Language Repository for Long Video Understanding 21 Mar 2024 kkahatapitiya/langrepo/prompts.py 036725c05a3d96f8 ran fingerprinted MIT (permissive)
Learning Dynamical Systems Encoding Non-Linearity within Space Curvature 18 Mar 2024 nash169/learn-embedding/learn_embedding/embedding.py 2ac41ae231f55b5c ran · honoured contract fingerprinted MIT (permissive)
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution 8 Mar 2024 qyp2000/XPSR/myutils/misc.py 9910e2fc297f8665 ran · honoured contract fingerprinted no licence file found · pointer only
Behavior Generation with Latent Actions 5 Mar 2024 jayLEE0301/vq_bet_official/vector_quantize_pytorch/vector_quantize_pytorch.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
DAMSDet: Dynamic Adaptive Multispectral Detection Transformer with Competitive Query Selection and Adaptive Feature Fusion 1 Mar 2024 gjj45/DAMSDet/ppdet/modeling/ops.py 9910e2fc297f8665 ran · honoured contract fingerprinted Apache-2.0 (permissive)
SyntaxShap: Syntax-aware Explainability Method for Text Generation 14 Feb 2024 k-amara/syntax-shap/syntaxshap/links.py 2553ac83ca78410e ran fingerprinted MIT (permissive)
Two Tales of Single-Phase Contrastive Hebbian Learning 13 Feb 2024 Rasmuskh/dualprop_icml_2024/src/models.py 9910e2fc297f8665 ran · honoured contract fingerprinted no licence file found · pointer only
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 8 Feb 2024 McGill-NLP/weblinx/weblinx/processing/prompt.py 6b063e5a47833dd4 ran fingerprinted Apache-2.0 (permissive)
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference 7 Feb 2024 mingluzhao/latent-plan-transformer/model/unet1d.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Airavata: Introducing Hindi Instruction-tuned LLM 26 Jan 2024 ai4bharat/indicinstruct/open_instruct/finetune.py 1d0160fa2079785a ran Apache-2.0 (permissive)
Compositional Generative Inverse Design 24 Jan 2024 AI4Science-WestlakeU/cindm/model/diffusion_1d.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
FREED++: Improving RL Agents for Fragment-Based Molecule Generation by Thorough Reproduction 18 Jan 2024 airi-institute/ffreed/ffreed/env/reward.py 9910e2fc297f8665 ran · honoured contract fingerprinted MIT (permissive)
DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection 4 Jan 2024 GuHuangAI/DiffusionEdge/denoising_diffusion_pytorch/mask_cond_unet.py 7f1040f5e3991d5e ran · honoured contract Apache-2.0 (permissive)
A Simple LLM Framework for Long-Range Video Question-Answering 28 Dec 2023 ceezh/llovi/prompts.py 036725c05a3d96f8 ran fingerprinted MIT (permissive)
DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting 11 Dec 2023 deminyu98/diffcast/diffcast.py 7f1040f5e3991d5e ran · honoured contract GPL-3.0 (copyleft) · pointer only
Language-Informed Visual Concept Learning 6 Dec 2023 sharonal10/langint/tu/tu/configs.py 9910e2fc297f8665 ran · honoured contract fingerprinted no licence file found · pointer only
Tell2Design: A Dataset for Language-Guided Floor Plan Generation 27 Nov 2023 lucidrains/imagen-pytorch/imagen_pytorch/imagen_pytorch.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers 27 Nov 2023 MarcusLoppe/meshgpt-pytorch/meshgpt_pytorch/data.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
GEO: Generative Engine Optimization 16 Nov 2023 geo-optim/geo/src/run_geo.py 75cee3a55e9c2860 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Convolve and Conquer: Data Comparison with Wiener Filters 11 Nov 2023 dpelacani/AWLoss/wiener_loss/wiener_loss.py 0e4da82afd23903a ran · violated contract fingerprinted MIT (permissive)
Accelerating Exploration with Unlabeled Prior Data 9 Nov 2023 avisingh599/cog/rlkit/pythonplusplus.py 9910e2fc297f8665 ran · honoured contract fingerprinted MIT (permissive)
MINDE: Mutual Information Neural Diffusion Estimation 13 Oct 2023 MustaphaBounoua/minde/src/models/mlp.py 7f1040f5e3991d5e ran · honoured contract no licence file found · pointer only
Learning to Act from Actionless Videos through Dense Correspondences 12 Oct 2023 flow-diffusion/avdc/flowdiffusion/model/imagen.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting 10 Oct 2023 lucidrains/iTransformer/iTransformer/iTransformer.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation 9 Oct 2023 lucidrains/magvit2-pytorch/magvit2_pytorch/data.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Residual Denoising Diffusion Models 25 Aug 2023 nachifur/rddm/experiments/0_Partially_path-independent_generation/src/denoising_diffusion_pytorch.py 7f1040f5e3991d5e ran · honoured contract no licence file found · pointer only
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis 16 Aug 2023 pmh9960/GCDP/imagen_pytorch/imagen_pytorch.py 7f1040f5e3991d5e ran · honoured contract no licence file found · pointer only
Ske2Grid: Skeleton-to-Grid Representation Learning for Action Recognition 15 Aug 2023 OSVAI/Ske2Grid/models/gcns/stgcn2cn_upsamp_grid_progressive.py a705f16bf740c3fb ran fingerprinted Apache-2.0 (permissive)
Group Pose: A Simple Baseline for End-to-End Multi-person Pose Estimation 14 Aug 2023 Michel-liu/GroupPose-Paddle/ppdet/modeling/ops.py 9910e2fc297f8665 ran · honoured contract fingerprinted Apache-2.0 (permissive)
PID-Inspired Inductive Biases for Deep Reinforcement Learning in Partially Observable Control Tasks 12 Jul 2023 IanChar/GPIDE/rlkit/pythonplusplus.py 9910e2fc297f8665 ran · honoured contract fingerprinted MIT (permissive)
T-MARS: Improving Visual Representations by Circumventing Text Feature Learning 6 Jul 2023 locuslab/t-mars/dataset2metadata/postprocessors.py e08b55ab332cdec4 ran MIT (permissive)
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale 23 Jun 2023 lucidrains/voicebox-pytorch/voicebox_pytorch/voicebox_pytorch.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology 23 Jun 2023 marcoaversa/diffinfinite/dataset.py 9910e2fc297f8665 ran · honoured contract fingerprinted MIT (permissive)
Masked Diffusion Models Are Fast Distribution Learners 20 Jun 2023 jiachenlei/maskdm/utils/helper.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
TryOnDiffusion: A Tale of Two UNets 14 Jun 2023 fashn-AI/tryondiffusion/tryondiffusion/common/python_helpers.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
DDLP: Unsupervised Object-Centric Video Prediction with Deep Dynamic Latent Particles 9 Jun 2023 taldatech/ddlp/modules/diffusion_modules.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Randomized Schur Complement Views for Graph Contrastive Learning 6 Jun 2023 kvignesh1420/rlap/rlap/ops.py 7540378a2c813ddc unverified MIT (permissive)
Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models 1 Jun 2023 dome272/wuerstchen/utils.py 9910e2fc297f8665 ran · honoured contract fingerprinted MIT (permissive)
Adaptive and Explainable Deployment of Navigation Skills via Hierarchical Deep Reinforcement Learning 2023-05 (from id) leekwoon/hrl-nav/src/rlkit/pythonplusplus.py 9910e2fc297f8665 ran · honoured contract fingerprinted MIT (permissive)
GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes 25 May 2023 ibrahimethemhamamci/generatect/super_resolution/super_resolution/superres_pytorch.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations 15 May 2023 ibm/TRAIL/code/game/base_nnet.py 9910e2fc297f8665 ran · honoured contract fingerprinted Apache-2.0 (permissive)
CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion 21 Mar 2023 navervision/compodiff/compodiff/models.py 7f1040f5e3991d5e ran · honoured contract Apache-2.0 (permissive)
Generating symbolic music using diffusion models 15 Mar 2023 lilac-code/music-diffusion/denoising_diffusion_pytorch.py 7f1040f5e3991d5e ran · honoured contract MIT (permissive)
Toolformer: Language Models Can Teach Themselves to Use Tools 9 Feb 2023 lucidrains/toolformer-pytorch/toolformer_pytorch/toolformer_pytorch.py f3232418205f7cbd ran · honoured contract fingerprinted MIT (permissive)
On the Importance of Noise Scheduling for Diffusion Models 26 Jan 2023 identical code first harvested elsewhere 9910e2fc297f8665 ran · honoured contract fingerprinted licence of this copy not recorded
MOTOR: A Time-To-Event Foundation Model For Structured Medical Records 9 Jan 2023 som-shahlab/femr/src/femr/labelers/omop.py ece7d664c54e244b 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".

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