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get_args

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

get_args appears in the code Syntology harvested for 84 papers, as 92 distinct code bodies found in 103 places (a place is one code body under one paper). At least one of them ran in 30 of the papers; 1 of the code bodies carries 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_args 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 30 of the 92 distinct code bodies named get_args; 62 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
17ran · our draft was wrong
0ran · fixture could not drive it
12ran
62unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 32 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

84 papers shown of 84, newest first; 103 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 7 papers added by Syntology; 6 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
TAME: Temporal-Aware Mixture-of-Experts for Text-Video Retrieval added by Syntology 2026-09 (from id) sejong-rcv/TAME/main_task_retrieval.py 6d08fe828957e8fc unverified no licence file found · pointer only
CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning added by Syntology 2026-05 (from id) shishirpatil/gorilla/gorilla/eval/eval-scripts/ast_eval_th.py 65bc21b9f088f906 ran Apache-2.0 (permissive)
CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning added by Syntology 2026-05 (from id) shishirpatil/gorilla/gorilla/eval/eval-scripts/ast_eval_hf.py 0d43a9f437f03789 unverified Apache-2.0 (permissive)
CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning added by Syntology 2026-05 (from id) shishirpatil/gorilla/gorilla/eval/eval-scripts/ast_eval_tf.py 011dca36dc92a8af unverified Apache-2.0 (permissive)
DRIV-EX: Counterfactual Explanations for Driving LLMs added by Syntology 2026-03 (from id) Amaia-CARDIEL/DRIV_EX/driv_ex/cf_algorithms/dab_config.py afc2c8643bf7eeaf unverified BSD-3-Clause (permissive)
Semi-Supervised Cross-Domain Imitation Learning added by Syntology 2026-02 (from id) Div-Infinity/IQ-Learn/iq_learn/expert_generation.py d5247bc4e634c9c3 unverified licence not identified · pointer only
Semi-Supervised Cross-Domain Imitation Learning added by Syntology 2026-02 (from id) Div-Infinity/IQ-Learn/iq_learn/train_iq.py 7c13d0672f77f050 unverified licence not identified · pointer only
Vanish into Thin Air: Cross-prompt Universal Adversarial Attacks for SAM2 added by Syntology 2025-10 (from id) CGCL-codes/UAP-SAM2/uap_attack.py 57f374cc9128068a unverified no licence file found · pointer only
Actor-Free Continuous Control via Structurally Maximizable Q-Functions added by Syntology 2025-10 (from id) USC-Lira/Q3C/large_rl/commons/args.py b720939b47eac07a unverified MIT (permissive)
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System added by Syntology 2025-09 (from id) QMMMS/CrowdAgent/crowd-agent-backend/src/slm_function/chinese_roberta.py 71c121cbd87f1278 unverified no licence file found · pointer only
arXiv:2507.00846 2025-07 (from id) RishalAggarwal/BoltzNCE/BoltzNCE/utils/arguments.py 76915d5197f294aa unverified MIT (permissive)
Can Agents Fix Agent Issues? 27 May 2025 alfin06/AgentIssue-Bench/SWE-agent/run_replay.py c8ced7040ad99966 unverified MIT (permissive)
TensorRL-QAS: Reinforcement learning with tensor networks for scalable quantum architecture search 14 May 2025 Aqasch/TensorRL-QAS/TensorRL_fixed_noise.py a291234eaf8b4fb6 unverified Apache-2.0 (permissive)
TC-MGC: Text-Conditioned Multi-Grained Contrastive Learning for Text-Video Retrieval 7 Apr 2025 jingxiaolun/tc-mgc/main_tcmgc.py 0dc2f9599bb32ed1 unverified MIT (permissive)
Reinforcement learning with learned gadgets to tackle hard quantum problems on real hardware 31 Oct 2024 aqasch/gadget_rl/gadget_RL/main_nd_synthesized_1.py a291234eaf8b4fb6 unverified Apache-2.0 (permissive)
Towards Constraint-aware Learning for Resource Allocation in NFV-enabled Networks 2024-10 (from id) GeminiLight/conal-vne/args.py c2963c3b70321a48 unverified no licence file found · pointer only
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph 3 Oct 2024 ozyyshr/RepoGraph/SWE-agent/run_replay.py cf1f71a0c4207992 ran Apache-2.0 (permissive)
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models 26 Sep 2024 nvlabs/maskllm/learnable_sparsity/differentiable_mask.py d25230985eb2b130 unverified licence not identified · pointer only
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning 29 Aug 2024 aminbana/MTL-Theory/train_continual.py a990424ded7b4f0d ran · our draft was wrong no licence file found · pointer only
SEDS: Semantically Enhanced Dual-Stream Encoder for Sign Language Retrieval 23 Jul 2024 longtaojiang/seds/main_task_retrieval.py 4d0d9e7e72897ac7 unverified Apache-2.0 (permissive)
Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective 17 Jul 2024 HandingWangXDGroup/FGSM-PCO/FGSM-PCO.py b3fae58feea5a38b unverified no licence file found · pointer only
Composable Interventions for Language Models 9 Jul 2024 hartvigsen-group/composable-interventions/main_quantize.py 48bcc4bf8834c89a unverified no licence file found · pointer only
MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing 2024-07 (from id) sanderwood/melodyt5/inference.py 9f41f2a8dec477e0 ran · our draft was wrong MIT (permissive)
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs 12 Jun 2024 jmiemirza/conme/args.py f6171fdf771d0e0c unverified no licence file found · pointer only
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue 9 Jun 2024 leolee99/ld-agent/config.py 1c44d93b78689fbc ran MIT (permissive)
Feature Contamination: Neural Networks Learn Uncorrelated Features and Fail to Generalize 5 Jun 2024 trzhang0116/feature-contamination/args.py a2439af3048f5350 ran MIT (permissive)
DAGER: Exact Gradient Inversion for Large Language Models 24 May 2024 insait-institute/dager-gradient-inversion/args_factory.py e9b16d51d51a6e25 ran Apache-2.0 (permissive)
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis 23 May 2024 riverstone496/PhiNets/arguments.py c01f4316916ba8e0 ran no licence file found · pointer only
Backdoor Contrastive Learning via Bi-level Trigger Optimization 2024-04 (from id) SWY666/SSL-backdoor-BLTO/Dirty_code_for_attack/arguments.py ca84b508354783c3 unverified no licence file found · pointer only
GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications 10 Apr 2024 ShishirPatil/gorilla/gorilla/eval/eval-scripts/ast_eval_th.py 65bc21b9f088f906 ran Apache-2.0 (permissive)
GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications 10 Apr 2024 ShishirPatil/gorilla/gorilla/eval/eval-scripts/ast_eval_hf.py 0d43a9f437f03789 unverified Apache-2.0 (permissive)
GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications 10 Apr 2024 ShishirPatil/gorilla/gorilla/eval/eval-scripts/ast_eval_tf.py 011dca36dc92a8af unverified Apache-2.0 (permissive)
Compositional Conservatism: A Transductive Approach in Offline Reinforcement Learning 6 Apr 2024 runamu/compositional-conservatism/run_example/run_anchor_seeker.py 8cb94a14fe720302 ran · our draft was wrong MIT (permissive)
Are Large Language Models Good at Utility Judgments? 28 Mar 2024 ict-bigdatalab/utility_judgments/llama2-13b-listwise-set.py 42b0f42cba6d90a3 ran no licence file found · pointer only
Are Large Language Models Good at Utility Judgments? 28 Mar 2024 ict-bigdatalab/utility_judgments/llama2-13b-pairwise.py eea09c988d583ac8 ran no licence file found · pointer only
Are Large Language Models Good at Utility Judgments? 28 Mar 2024 ict-bigdatalab/utility_judgments/llama2-point.py 96efe801db58da58 ran no licence file found · pointer only
Are Large Language Models Good at Utility Judgments? 28 Mar 2024 ict-bigdatalab/utility_judgments/llama2-13b-rank.py 9eea407a7a302ebf unverified no licence file found · pointer only
Masked Autoencoders are PDE Learners 26 Mar 2024 anthonyzhou-1/mae-pdes/common/utils.py d2ae286375d30714 ran MIT (permissive)
Better Neural PDE Solvers Through Data-Free Mesh Movers 9 Dec 2023 peiyannn/mm-pde/mesh/dmm.py f5f841366b7e0cc4 ran · our draft was wrong no licence file found · pointer only
Better Neural PDE Solvers Through Data-Free Mesh Movers 9 Dec 2023 mm-pde/mm-pde/mesh/dmm.py 4db68e538fabc03e ran no licence file found · pointer only
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models 29 Nov 2023 lscpku/vitatecs/X-CLIP/eval_vitatecs_xclip.py 126b39640f61cca5 unverified no licence file found · pointer only
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? 15 Nov 2023 cone-mt/vocabulary-sharing-facilitates-multilingualism/Shorten/inference.py a0ea69023061da19 ran no licence file found · pointer only
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval 29 Sep 2023 leolee99/PAU/main_pau.py 32381787730f06b2 unverified MIT (permissive)
Unified Coarse-to-Fine Alignment for Video-Text Retrieval 18 Sep 2023 Ziyang412/UCoFiA/eval_t2v/main_clip4clip.py 5dad69c6b079e518 unverified MIT (permissive)
Unified Coarse-to-Fine Alignment for Video-Text Retrieval 18 Sep 2023 Ziyang412/UCoFiA/eval_t2v/main_ucofia.py 318dd90e2fb0bff7 unverified MIT (permissive)
Multi-event Video-Text Retrieval 22 Aug 2023 gengyuanmax/MeVTR/main_task_retrieval_multi.py bda05e1a2c123953 unverified no licence file found · pointer only
An equivariant graph neural network for the elasticity tensors of all seven crystal systems 2023-07 (from id) wengroup/matten/scripts/train_materials_tensor.py 2437134a9c611799 ran · our draft was wrong no licence file found · pointer only
arXiv:2306.10915 2023-06 (from id) acerbilab/relational-neural-processes/bayesopt/config.py b1ed2a7c06c183c0 unverified MIT (permissive)
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models 29 May 2023 mzhaoshuai/RLCF/TPT/params.py 6a0c8049db0c43ed unverified Apache-2.0 (permissive)
Confronting Ambiguity in 6D Object Pose Estimation via Score-Based Diffusion on SE(3) 25 May 2023 Ending2015a/liepose-diffusion/src/liepose/utils/config.py 7eaf46160a8da8d3 unverified MIT (permissive)
Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment 20 May 2023 jpthu17/DiCoSA/main_retrieval.py 91e7fe98724c5bad unverified Apache-2.0 (permissive)
Linguistic More: Taking a Further Step toward Efficient and Accurate Scene Text Recognition 9 May 2023 CyrilSterling/LPV/utils.py c69f8ea0842e65be unverified MIT (permissive)
Robust Speech Recognition via Large-Scale Weak Supervision 6 Dec 2022 robflynnyh/long-context-asr/eval/eval_manager.py 63302892207b7f5b unverified Apache-2.0 (permissive)
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations 21 Nov 2022 jpthu17/EMCL/video_retrieval/EMCL-Net/main_retrieval.py eba8c64dc2ab559d ran · our draft was wrong MIT (permissive)
Insight into cloud processes from unsupervised classification with a rotationally invariant autoencoder 2 Nov 2022 rdcep/clouds/train/autoencoder/train_cloud_tf2_custom.py 8ba3439bd178461b ran · our draft was wrong MIT (permissive)
Sports Video Analysis on Large-Scale Data 9 Aug 2022 jackwu502/NSVA/SportsFormer/main_task_player_multifeat.py b757d4deaba5dc8c ran · our draft was wrong no licence file found · pointer only
Sports Video Analysis on Large-Scale Data 9 Aug 2022 jackwu502/nsva/SportsFormer/main_task_caption.py 80c212f41c6c0428 unverified no licence file found · pointer only
Sports Video Analysis on Large-Scale Data 9 Aug 2022 jackwu502/NSVA/SportsFormer/main_task_action_multifeat_multilevel.py 569c79c5dc9f8524 unverified no licence file found · pointer only
Prior-Guided Adversarial Initialization for Fast Adversarial Training 18 Jul 2022 jiaxiaojunQAQ/FGSM-PGI/FGSM_MEP.py 4ee20683cac813a9 unverified no licence file found · pointer only
X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval 15 Jul 2022 xuguohai/X-CLIP/main_xclip.py fe6c2cd80d97afae unverified MIT (permissive)
Efficient Risk-Averse Reinforcement Learning 10 May 2022 fictivename/cesor_ppo/config/args_khazad_dum_varibad.py 85e29bef821e4c23 unverified MIT (permissive)
Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation 2022-05 (from id) rpng/suo_slam/lib/args.py 1fb78e7fff10496f unverified MIT (permissive)
Minimizing Control for Credit Assignment with Strong Feedback 14 Apr 2022 pennfranc/bio-inspired-continual-learning/Continual-Learning-Benchmark/iBatchLearn.py 1341f003d9955629 ran · our draft was wrong Apache-2.0 (permissive)
ECLIPSE: Efficient Long-range Video Retrieval using Sight and Sound 6 Apr 2022 GenjiB/ECLIPSE/compute_cost.py 5506b157cd122b99 unverified MIT (permissive)
ECLIPSE: Efficient Long-range Video Retrieval using Sight and Sound 6 Apr 2022 GenjiB/ECLIPSE/feature_extraction.py a0e7631547743d04 unverified MIT (permissive)
Max-Margin Contrastive Learning 21 Dec 2021 anshulbshah/MMCL/myexman/index.py 5bd550cf0a598b22 unverified MIT (permissive)
Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy 18 Nov 2021 nota-github/autobot_aaai23/utils/parser.py 5ee893000f6773c7 ran · our draft was wrong Apache-2.0 (permissive)
Virtual Augmentation Supported Contrastive Learning of Sentence Representations 16 Oct 2021 amazon-science/sentence-representations/DownstreamEval/configs/configure.py 7758f15f5fb8c76a unverified Apache-2.0 (permissive)
Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform 13 Jul 2021 ai-med/DAFT/ablation_adni_classification.py 113a17e3ee04b02b ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture 28 May 2021 jonasrothfuss/ProMP/experiment_utils/experiment.py bb1c1cc1a07047fc unverified MIT (permissive)
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval 18 Apr 2021 ArrowLuo/CLIP4Clip/main_task_retrieval.py 5dad69c6b079e518 unverified MIT (permissive)
Going deeper with Image Transformers 31 Mar 2021 CPones/Paddle_CaiT/CaiT/infer.py 5fe12143b1680470 unverified Apache-2.0 (permissive)
Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer 23 Jan 2021 GT-RIPL/DistillMatch-SSCL/run_sscl.py 1cc3891356637937 ran · our draft was wrong MIT (permissive)
Learning Gradient Fields for Shape Generation 14 Aug 2020 RuojinCai/ShapeGF/train_multi_gpus.py e9d48b27b5a7edba unverified MIT (permissive)
SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases 31 Mar 2020 nju-websoft/SPARQA/code/common/globals_args.py 0681c15b3b982808 unverified MIT (permissive)
Breaking certified defenses: Semantic adversarial examples with spoofed robustness certificates 19 Mar 2020 AminJun/BreakingCertifiableDefenses/CROWN-IBP/shadow_attack.py 56ebd342d122e298 ran · honoured contract fingerprinted no licence file found · pointer only
Learning Enriched Features for Real Image Restoration and Enhancement 15 Mar 2020 sldyns/MIRNet_paddle/infer.py ae39f655cba1d67e ran · our draft was wrong licence not identified · pointer only
Improved Baselines with Momentum Contrastive Learning 9 Mar 2020 lavoiems/SADt/src/common/util.py b615a4c82ed53c29 unverified MIT (permissive)
UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation 15 Feb 2020 wqliu657/UniVL/main_pretrain.py 5f031fedaedea768 unverified MIT (permissive)
UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation 15 Feb 2020 wqliu657/UniVL/main_task_retrieval.py 9985b2b006640ca3 unverified MIT (permissive)
UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation 15 Feb 2020 microsoft/UniVL/main_task_caption.py 4163ef6eb3279d26 unverified MIT (permissive)
A Simple Framework for Contrastive Learning of Visual Representations 13 Feb 2020 AndrewAtanov/simclr-pytorch/myexman/index.py 5bd550cf0a598b22 unverified MIT (permissive)
End-to-End Learning of Visual Representations from Uncurated Instructional Videos 13 Dec 2019 antoine77340/milnce_howto100m/args.py 265b876728ccc704 unverified Apache-2.0 (permissive)
Enriching Pre-trained Language Model with Entity Information for Relation Classification 20 May 2019 monologg/R-BERT/predict.py 107869d936646d01 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 ce83d7152f32b55d unverified Apache-2.0 (permissive)
What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis 3 Apr 2019 roatienza/deep-text-recognition-benchmark/utils.py 98206309c9298631 unverified Apache-2.0 (permissive)
BERT for Joint Intent Classification and Slot Filling 28 Feb 2019 monologg/JointBERT/predict.py 107869d936646d01 ran · our draft was wrong Apache-2.0 (permissive)
Divergence Triangle for Joint Training of Generator Model, Energy-based Model, and Inference Model 28 Dec 2018 enijkamp/triangle/train_cifar10.py 677fe16fbb394689 ran · our draft was wrong no licence file found · pointer only
Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines 30 Oct 2018 GT-RIPL/Continual-Learning-Benchmark/iBatchLearn.py 1341f003d9955629 ran · our draft was wrong MIT (permissive)
Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines 30 Oct 2018 lukinio/CL_CWAE/iBatchLearn.py 95dc1183e8f83297 ran · our draft was wrong MIT (permissive)
ProMP: Proximal Meta-Policy Search 16 Oct 2018 jonasrothfuss/promp/experiment_utils/experiment.py bb1c1cc1a07047fc unverified MIT (permissive)
A Joint Sequence Fusion Model for Video Question Answering and Retrieval 7 Aug 2018 antoine77340/howto100m/args.py 0554231c8f070006 unverified Apache-2.0 (permissive)
NegBio: a high-performance tool for negation and uncertainty detection in radiology reports 16 Dec 2017 ncbi-nlp/NegBio/negbio/cli_utils.py 7bb3643e2f4c8af6 ran · our draft was wrong licence not identified · pointer only
Data Augmentation Generative Adversarial Networks 12 Nov 2017 amurthy1/dagan/utils/parser_util.py a44ccc77617c31fb unverified MIT (permissive)
HashNet: Deep Learning to Hash by Continuation 2 Feb 2017 hatimwen/paddle_hashnet/deploy/inference_python/infer.py a66b5598134a7bcd unverified Apache-2.0 (permissive)
Wasserstein GAN 26 Jan 2017 daheyinyin/wgan/src/args.py 49ea509ebb1d3590 unverified Apache-2.0 (permissive)
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising 13 Aug 2016 sldyns/DnCNN_paddle/infer.py dd2a1ad8f3a7814b unverified Apache-2.0 (permissive)
arXiv:aaai_29295 Jack24658735/FedLGT/config_args.py 6c85ce06adcd2813 unverified Apache-2.0 (permissive)
arXiv:Diao_UniPT_Universal_Parallel_Tuning_for_Transfer_Learning_with_Efficient_Parameter_CVPR_2024_paper Paranioar/UniPT/CLIP4Clip/main_task_retrieval.py 5dad69c6b079e518 unverified Apache-2.0 (permissive)
arXiv:2025.naacl-long.272 leolee99/LD-Agent/config.py 1c44d93b78689fbc ran MIT (permissive)
arXiv:2024.emnlp-main.206 wenlong1019/MTLS/pre_train.py c9ceaac8436c9b91 unverified Apache-2.0 (permissive)
arXiv:2024.emnlp-main.206 wenlong1019/MTLS/train_ner.py f575719f46f06805 unverified Apache-2.0 (permissive)
arXiv:2024.emnlp-main.206 wenlong1019/MTLS/train_pos.py 33c1939f478ff3d8 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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