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get_device

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

get_device appears in the code Syntology harvested for 101 papers, as 90 distinct code bodies found in 103 places (a place is one code body under one paper). At least one of them ran in 55 of the papers; 2 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 get_device 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 48 of the 90 distinct code bodies named get_device; 42 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
13ran · our draft was wrong
0ran · fixture could not drive it
35ran
42unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 34 of the 103 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 101 (newest first; the JSON twin carries all 103 places); 102 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 23 papers added by Syntology; 4 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
Learning to Solve Stochastic Controls with Unknown Drifts and Running Rewards: Theory, Algorithms and Convergence added by Syntology 2026-09 (from id) GaozhanWang/MWZZ-RL-2026/algorithms/Algorithm3_volcontrol.py b9dfd52618e661d9 unverified no licence file found · pointer only
Learning Symbolic Constraint Representations from Examples: A Neuro-Symbolic Approach added by Syntology 2026-09 (from id) NassimBelmecheri/TRAC/trac/utils.py 480f07e7d35e33f4 unverified no licence file found · pointer only
Gradient-Update Mismatch: Rethinking Conflict-Free Training of Physics-Informed Neural Networks added by Syntology 2026-09 (from id) JingXiao10/GUA/experiments/MTL/utils.py 398ef1efd0ea4048 unverified MIT (permissive)
On Cross-Validation for Hyperparameter Optimization of Deep Learning Image Classifiers added by Syntology 2026-08 (from id) ljbuturovic/cvic/cvic/common_cvic.py a6136fe138689784 ran MIT (permissive)
ScreenShot: A Foundation Model for Few-Shot Combination Drug Screening added by Syntology 2026-08 (from id) tansey-lab/screenshot/screenshot/screenshot.py 43b6de6189fcc13c ran · metamorphic tier: deterministic no licence file found · pointer only
Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings added by Syntology 2026-08 (from id) stevietran/hvac_cdqerl/hvac_qderl/learners/networks.py 3798c98d38a835dd ran MIT (permissive)
Post-Grokking Collapse at the Representation-Readout Interface in Muon-Trained Transformers added by Syntology 2026-08 (from id) Na00s/muon-grokking/analysis/collapse_spectral_analysis.py 2d5605e63228fd4a ran no licence file found · pointer only
Post-Grokking Collapse at the Representation-Readout Interface in Muon-Trained Transformers added by Syntology 2026-08 (from id) Na00s/muon-grokking/analysis/fourier_circuit_analysis.py 012c5df41664f48d ran no licence file found · pointer only
MEMOIR: Temporal Behavioral Memory for Recommendation Across the Preference-Drift Spectrum added by Syntology 2026-07 (from id) louiezzang/MEMOIR/model/memoir.py 2853687cb37aa378 ran MIT (permissive)
Unlocking Parallelism in Autoregressive Language Models via Speculative Decoding with Progressive Tree Drafting added by Syntology 2026-07 (from id) MINE-USTC/PTD/tree_draft/utils.py a284f42a11a435c8 unverified Apache-2.0 (permissive)
Tracking Representation Dynamics in Large Language Models with Persistent Homology added by Syntology 2026-06 (from id) malhotranaman/tracking-representation-dynamics-with-persistent-homology/src/phlatent/device.py 71935ebe55b1fe12 ran MIT (permissive)
Why SGD is not Brownian Motion: A New Perspective on Stochastic Dynamics added by Syntology 2026-05 (from id) brain-lab-research/SGDiffusion/src/datamodelopt/core/config.py 340a7bfff5f1f4a5 ran no licence file found · pointer only
UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models added by Syntology 2026-04 (from id) Yovecent/UDM-GRPO/diffnext/diffnext/engine/engine_utils.py 251c4da6c485feff unverified Apache-2.0 (permissive)
CI-CBM: Class-Incremental Concept Bottleneck Model for Interpretable Continual Learning added by Syntology 2026-04 (from id) importAmir/CI-CBM/glm_saga/elasticnet.py 406014b884a2aaa7 ran · our draft was wrong no licence file found · pointer only
Parameter-Efficient Fine-Tuning for Medical Text Summarization: A Comparative Study of Lora, Prompt Tuning, and Full Fine-Tuning added by Syntology 2026-03 (from id) eracoding/llm-medical-summarization/src/utils/helpers.py c5e5283f84c365bd unverified no licence file found · pointer only
Generative Inverse Design with Abstention via Diagonal Flow Matching added by Syntology 2026-03 (from id) migueldecampos/diagcfm/diagcfm_core.py 900aec308656ff63 unverified MIT (permissive)
genriesz: A Python Package for Automatic Debiased Machine Learning with Generalized Riesz Regression added by Syntology 2026-02 (from id) MasaKat0/genriesz/src/genriesz/scorematchingriesz.py 003bce1094c3908d ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
LakeMLB: Data Lake Machine Learning Benchmark added by Syntology 2026-02 (from id) zhengwang100/LakeMLB/codes/baseline/utils.py 1b04b3f993f36e94 unverified no licence file found · pointer only
Video-based Music Generation added by Syntology 2026-02 (from id) serkansulun/emsync/video/src/video_models.py ec48a0d0fe4601e1 unverified licence not identified · pointer only
AlertBERT: A noise-robust alert grouping framework for simultaneous cyber attacks added by Syntology 2026-02 (from id) ait-aecid/AlertBERT/alertbert/utils.py 8d413c1db1aae8fd unverified GPL-3.0 (copyleft) · pointer only
Zero-Shot Distracted Driver Detection via Vision Language Models with Double Decoupling added by Syntology 2026-01 (from id) mtakamichi/ZVL-DDD/src/utils.py 6caa40890c7343cc unverified Apache-2.0 (permissive)
Understanding and Improving Hyperbolic Deep Reinforcement Learning added by Syntology 2025-12 (from id) Probabilistic-and-Interactive-ML/hyper-rl/src/rl/agents/buffers.py 061bcc8fdce79c08 unverified no licence file found · pointer only
Self-Supervised Dynamical System Representations for Physiological Time-Series added by Syntology 2025-12 (from id) yuqinie98/PatchTST/PatchTST_self_supervised/src/basics.py e9773590d2d18ec2 unverified Apache-2.0 (permissive)
NEO: No-Optimization Test-Time Adaptation through Latent Re-Centering added by Syntology 2025-10 (from id) awesomealex1/NEO/tta_library/neo.py 02252759360413b6 ran no licence file found · pointer only
Orb-v3: atomistic simulation at scale 2025-04 (from id) orbital-materials/orb-models/orb_models/common/torch_utils.py 363e5d459caec172 unverified Apache-2.0 (permissive)
Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization 30 Jan 2025 michael-s-yao/gabo/helpers.py cc92ee68372fadb6 unverified MIT (permissive)
Towards Visual Grounding: A Survey 28 Dec 2024 linhuixiao/clip-vg/pseudo_label_generation_module/pseudo_caption_label_generation/clip_prefix_captioning.py e1fe6b1f19460a65 ran Apache-2.0 (permissive)
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices 8 Dec 2024 jyzgh/dapperfl/fedml_api/standalone/domain_generalization/models/dapperfl.py 2cdbf21475a4d35c ran · our draft was wrong Apache-2.0 (permissive)
Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Study 18 Nov 2024 xdit-project/xdit/xfuser/envs.py b9f11de480b9aae2 unverified Apache-2.0 (permissive)
How Many Van Goghs Does It Take to Van Gogh? Finding the Imitation Threshold 19 Oct 2024 vsahil/MIMETIC-2/run_gen_images.py 120bfa6e9b569ba9 unverified no licence file found · pointer only
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer 14 Oct 2024 mit-han-lab/hart/hart/modules/utils/network.py 7fe4e244281faf24 ran MIT (permissive)
Metalic: Meta-Learning In-Context with Protein Language Models 10 Oct 2024 instadeepai/metalic/meta/utils.py 99474d787c5c14b3 ran Apache-2.0 (permissive)
Guaranteed Generation from Large Language Models 9 Oct 2024 naver/guard/disco/samplers/quasi_rejection_sampler.py 4c45aef5c350e498 ran · our draft was wrong licence not identified · pointer only
Revisiting Multi-Permutation Equivariance through the Lens of Irreducible Representations 9 Oct 2024 yonatansverdlov/irreducible-representations-of-deep-weight-spaces/DWS/trainer.py 3b2808f28aca1bf0 ran no licence file found · pointer only
Can a Bayesian Oracle Prevent Harm from an Agent? 9 Aug 2024 saifh-github/conservative-bayesian-public/utils/utils.py 6b778d16f3f9e142 ran fingerprinted no licence file found · pointer only
Masked Random Noise for Communication Efficient Federated Learning 6 Aug 2024 Leopold1423/fedmrn-mm24/utils/tool.py 7daaffd338513f27 ran no licence file found · pointer only
LADDER: Language Driven Slice Discovery and Error Rectification 31 Jul 2024 batmanlab/Ladder/src/codebase/utils.py 45216ce5a16d2a2e ran CC-BY-4.0 · pointer only
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance 18 Jul 2024 Trustworthy-ML-Lab/Label-free-CBM/glm_saga/elasticnet.py 406014b884a2aaa7 ran · our draft was wrong no licence file found · pointer only
xLSTMTime : Long-term Time Series Forecasting With xLSTM 14 Jul 2024 muslehal/xLSTMTime/src/basics.py e9773590d2d18ec2 unverified MIT (permissive)
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos 12 Jul 2024 bryanlimy/ViV1T/src/viv1t/utils/utils.py b98b672b95d88ebe ran MIT (permissive)
DiffPhyCon: A Generative Approach to Control Complex Physical Systems 9 Jul 2024 AI4Science-WestlakeU/diffphycon/train/train_surrogate_models_jellyfish.py a0b5708a7ead4d9f ran MIT (permissive)
Hypformer: Exploring Efficient Hyperbolic Transformer Fully in Hyperbolic Space 1 Jul 2024 Graph-and-Geometric-Learning/hyperbolic-transformer/large/main-batch.py 8a190827898c38bb ran MIT (permissive)
Efficient Evolutionary Search Over Chemical Space with Large Language Models 23 Jun 2024 zoom-wang112358/MOLLEO/multi_objective/main/molleo_multi/network.py 3e00ba37467a39b3 ran MIT (permissive)
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters 14 Jun 2024 mediabrain-sjtu/mola/layers/moe_layer.py 04c97ef33fd4a1b7 ran no licence file found · pointer only
TerDiT: Ternary Diffusion Models with Transformers 23 May 2024 Lucky-Lance/TerDiT/fairscale/benchmarks/fsdp.py a45844bbbc818cb3 unverified MIT (permissive)
Linear Explanations for Individual Neurons 10 May 2024 Trustworthy-ML-Lab/Linear-Explanations/linear_explanation.py 406014b884a2aaa7 ran · our draft was wrong no licence file found · pointer only
Making Better Use of Unlabelled Data in Bayesian Active Learning 26 Apr 2024 fbickfordsmith/epig/src/device.py fff3ca777fcf7657 ran MIT (permissive)
Sailor: Open Language Models for South-East Asia 4 Apr 2024 epfllm/megatron-llm/megatron/dist_signal_handler.py 11ee5870494a1570 ran licence not identified · pointer only
Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images 19 Dec 2023 computationalpathologygroup/hvit/source/models.py fb13ca0930097c7e ran · our draft was wrong no licence file found · pointer only
Tokenize Anything via Prompting 14 Dec 2023 baaivision/tokenize-anything/tokenize_anything/models/easy_build.py e21becd04c800190 ran Apache-2.0 (permissive)
Factor Fitting, Rank Allocation, and Partitioning in Multilevel Low Rank Matrices 30 Oct 2023 cvxgrp/mlr_fitting/mlrfit/utils.py cf77baca5261aefd ran Apache-2.0 (permissive)
On the Relationship Between Relevance and Conflict in Online Social Link Recommendations 2023-10 (from id) abel0828/neurips23-conflict-relevance-in-fj/dataloader.py 238bd12d27d9ba55 ran no licence file found · pointer only
Habitat 3.0: A Co-Habitat for Humans, Avatars and Robots 19 Oct 2023 Zeying-Gong/Falcon/habitat-baselines/habitat_baselines/rl/ppo/falcon_trainer.py 2b6973f475de4ee1 ran · our draft was wrong MIT (permissive)
Gotta be SAFE: A New Framework for Molecular Design 16 Oct 2023 MorganCThomas/SMILES-RNN/smilesrnn/utils.py 78e02a3c38f94ced unverified MIT (permissive)
Automatic Integration for Spatiotemporal Neural Point Processes 9 Oct 2023 rose-stl-lab/autostpp/src/utils.py 006cc07a52cd3b95 unverified MIT (permissive)
Fusing Models with Complementary Expertise 2 Oct 2023 hwang595/foe-iclr2024/src/validation_funcs.py e827bb4ebfd9df2d ran no licence file found · pointer only
FACTS: First Amplify Correlations and Then Slice to Discover Bias 29 Sep 2023 yvsriram/FACTS/CoSi/_describe/generate_captions.py e1fe6b1f19460a65 ran no licence file found · pointer only
Class-Imbalanced Graph Learning without Class Rebalancing 27 Aug 2023 zhiningliu1998/bat/utils.py 0a88485c71725fa4 ran fingerprinted MIT (permissive)
Robust Mixture-of-Expert Training for Convolutional Neural Networks 19 Aug 2023 optml-group/robust-moe-cnn/models/layers/moe_layer.py 04c97ef33fd4a1b7 ran no licence file found · pointer only
Learning Vision-and-Language Navigation from YouTube Videos 22 Jul 2023 jeremylinky/youtube-vln/utils/utils_init.py 52c9873a3537fbf4 ran MIT (permissive)
Probabilistic Concept Bottleneck Models 2 Jun 2023 samuelebortolotti/bears/XOR_MNIST/models/mnistpcbmdpl.py fc09d4849f2de596 ran Apache-2.0 (permissive)
Linguistic More: Taking a Further Step toward Efficient and Accurate Scene Text Recognition 9 May 2023 CyrilSterling/LPV/utils.py 291192e39061a450 unverified MIT (permissive)
CCIL: Context-conditioned imitation learning for urban driving 2023-05 (from id) Kguo-cs/ccil/evaluate/metric_utils.py 4617723d7391e6d7 unverified MIT (permissive)
Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning 25 Apr 2023 hhdo/DaeMon/src/utils.py 078d88ffeeebed70 unverified MIT (permissive)
FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction 3 Apr 2023 reczoo/FuxiCTR/model_zoo/FinalMLP/src/FinalMLP.py d84794ade6798b01 ran · our draft was wrong Apache-2.0 (permissive)
Task-Aware Information Routing from Common Representation Space in Lifelong Learning 14 Feb 2023 neurai-lab/tamil/models/tam.py 509beca0a9b362bf ran · metamorphic tier: deterministic no licence file found · pointer only
Tackling Shortcut Learning in Deep Neural Networks: An Iterative Approach with Interpretable Models 20 Feb 2023 batmanlab/ICML-2023-Route-interpret-repeat/src/codebase/Explainer/models/Gated_Logic_Net.py 62701de75737b698 ran MIT (permissive)
Improving Pareto Front Learning via Multi-Sample Hypernetworks 2 Dec 2022 longhoangphi225/MultiSample-Hypernetworks/Jura/utils.py 398ef1efd0ea4048 unverified MIT (permissive)
MBW: Multi-view Bootstrapping in the Wild 4 Oct 2022 mosamdabhi/mbw/modules/mvnrsfm/mvnrsfm_train.py dd8dc8b64c5e304a ran BSD-3-Clause (permissive)
Neural Laplace: Learning diverse classes of differential equations in the Laplace domain 10 Jun 2022 samholt/neurallaplace/experiments/baseline_models/data_utils.py 012fddf9316ca0e7 ran · our draft was wrong MIT (permissive)
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation 31 Jan 2022 amirhertz/spaghetti/custom_types.py 38ca722e96fd95b7 unverified MIT (permissive)
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System 29 Jan 2022 NeurAI-Lab/CLS-ER/models/clser.py a3d41d3bc1c22b19 ran · metamorphic tier: deterministic MIT (permissive)
Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation 21 Jan 2022 xmed-lab/epl_semidg/scgm_train.py 5da58327520ef9ca ran · metamorphic tier: deterministic no licence file found · pointer only
Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets 6 Jan 2022 danielmamay/grokking/grokking/training.py c1c618e180dfc666 unverified MIT (permissive)
Latent Space Smoothing for Individually Fair Representations 26 Nov 2021 eth-sri/lassi/src/utils.py a4d5569afce3d5a8 unverified Apache-2.0 (permissive)
Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks 28 Oct 2021 bethgelab/foolbox/foolbox/models/pytorch.py c7eae778ac0b3cc3 unverified MIT (permissive)
Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks 28 Oct 2021 bethgelab/foolbox/foolbox/models/tensorflow.py f80ad87b3a499407 unverified MIT (permissive)
SILG: The Multi-environment Symbolic Interactive Language Grounding Benchmark 20 Oct 2021 vzhong/silg/run_exp.py 55e538ce03c8dc89 ran · our draft was wrong MIT (permissive)
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions 8 Oct 2021 ispamm/hi2i/htorch/quaternion.py 486935c1efc81482 unverified MIT (permissive)
JANUS: Parallel Tempered Genetic Algorithm Guided by Deep Neural Networks for Inverse Molecular Design 7 Jun 2021 aspuru-guzik-group/janus/src/janus/network.py 3e00ba37467a39b3 ran Apache-2.0 (permissive)
Deep Learning-based Damage Mapping with InSAR Coherence Time Series 24 May 2021 olliestephenson/dpm-rnn-public/generate_dpm.py 9d65b96001e83302 unverified MIT (permissive)
Leveraging Sparse Linear Layers for Debuggable Deep Networks 11 May 2021 MadryLab/glm_saga/glm_saga/elasticnet.py 406014b884a2aaa7 ran · our draft was wrong MIT (permissive)
SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization 19 Apr 2021 amirhertz/sape/custom_types.py 38ca722e96fd95b7 unverified MIT (permissive)
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations 8 Nov 2020 ZijieH/LG-ODE/lib/latent_ode.py 012fddf9316ca0e7 ran · our draft was wrong no licence file found · pointer only
Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures 23 Jun 2020 lightonai/dfa-scales-to-modern-deep-learning/paper-experiments/geometric-learning/alignment.py 45e3ddd9c9803f5e unverified MIT (permissive)
Local Search is a Remarkably Strong Baseline for Neural Architecture Search 20 Apr 2020 ArkadiyD/MacroNASBenchmark/src/utils.py 062252b5adfda5f3 unverified BSD-3-Clause (permissive)
SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum 1 Oct 2019 shuhuayu/dist-sign-momentum/fairscale/benchmarks/fsdp.py a45844bbbc818cb3 unverified Apache-2.0 (permissive)
Enriching Pre-trained Language Model with Entity Information for Relation Classification 20 May 2019 monologg/R-BERT/predict.py 88395eef09dea094 ran · our draft was wrong Apache-2.0 (permissive)
What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis 3 Apr 2019 Eom-taeseon/CV_SceneTextRecognition/utils.py 291192e39061a450 unverified Apache-2.0 (permissive)
BERT for Joint Intent Classification and Slot Filling 28 Feb 2019 monologg/JointBERT/predict.py 88395eef09dea094 ran · our draft was wrong Apache-2.0 (permissive)
Task2Vec: Task Embedding for Meta-Learning 10 Feb 2019 awslabs/aws-cv-task2vec/utils.py 0c35c102a078d24d unverified Apache-2.0 (permissive)
Soft Actor-Critic Algorithms and Applications 13 Dec 2018 thomashirtz/pytorch-soft-actor-critic/soft_actor_critic/utilities.py 4939a2a384a3f472 unverified MIT (permissive)
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination 5 May 2018 BaladityaY/lemniscate_reproduce_bdd/lib/NCEAverage.py c4e32d2f2f124965 ran · our draft was wrong no licence file found · pointer only
Learning Type-Aware Embeddings for Fashion Compatibility 25 Mar 2018 owj0421/DeepFashion/src/models/csa_net.py d68e5599bba94323 unverified Apache-2.0 (permissive)
Attention, Learn to Solve Routing Problems! 22 Mar 2018 raphaelavalos/attention_tsp_graph_net/train_single_gpu.py 08cb493b027671f6 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor 4 Jan 2018 thomashirtz/soft-actor-critic/soft_actor_critic/agent.py d4978950888874f4 ran · our draft was wrong MIT (permissive)
COCO-Stuff: Thing and Stuff Classes in Context 12 Dec 2016 woonhahaha/place-classification/place_classification.py c38aeadab512af52 unverified MIT (permissive)
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF 4 Mar 2016 epwalsh/pytorch-crf/pycrf/opts.py 2b5d5ed6870612d6 unverified MIT (permissive)
Bayesian Online Changepoint Detection 19 Oct 2007 hildensia/bayesian_changepoint_detection/bayesian_changepoint_detection/device.py a47ff1e0584cddd9 unverified MIT (permissive)
arXiv:aaai_5722 microsoft/Distilled-Sentence-Embedding/utils/module.py 4ac100b6b3f2a488 unverified MIT (permissive)
arXiv:Xie_Diffusion-based_Event_Generation_for_High-Quality_Image_Deblurring_CVPR_2025_paper XinanXie/EGDeblurring/train_stage1.py 29b83112c2b3057d unverified Apache-2.0 (permissive)
arXiv:2025.acl-long.1159 ulab-uiuc/GoR/utils.py 66694b2bdf0c12cb unverified MIT (permissive)

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