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get

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

get appears in the code Syntology harvested for 42 papers, as 46 distinct code bodies found in 48 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 0 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 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 7 of the 46 distinct code bodies named get; 39 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
3ran
39unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 48 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

42 papers shown of 42, newest first; 48 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; 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
The Checking Problem What must be true before AI ships in a regulated firm added by Syntology 2026-07 (from id) dsauce/checking-problem/eval/fetch_public_corpus.py 8fed70d7e57dbda3 unverified licence not identified · pointer only
SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search added by Syntology 2026-05 (from id) XMUDeepLIT/SAAS/search/generate_with_search.py 4269342bd0c429b8 ran · our draft was wrong Apache-2.0 (permissive)
Unified Neural Scaling Laws added by Syntology 2026-05 (from id) jax-ml/jax/jax/_src/cache_key.py 9fc0e9452ec7806b unverified Apache-2.0 (permissive)
The Model Parking Tax: Quantifying the Hidden Energy Cost of Always-On GPU Model Deployment added by Syntology 2026-05 (from id) 8bitai/gpu-parking-tax/analysis/generate_new_experiments_figures.py 82cf6b4e2ef0030f unverified no licence file found · pointer only
Structured Prompt Language: Declarative Context Management for LLMs added by Syntology 2026-02 (from id) digital-duck/SPL-flow/src/config.py 751c1a023abf1e00 unverified Apache-2.0 (permissive)
DIA-CLIP: a universal representation learning framework for zero-shot DIA proteomics added by Syntology 2026-02 (from id) YuAirLab/Alpha-Tri/Prosit/losses.py e1d496623cc76746 unverified no licence file found · pointer only
An Orthogonal Learner for Individualized Outcomes in Markov Decision Processes added by Syntology 2025-09 (from id) EmilJavurek/Orthogonal-Q-in-MDPs/algos/registry.py bbe2abe344b5ef99 unverified no licence file found · pointer only
A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability 17 Feb 2025 PKU-ONELab/NLG-DualEval/module/data_process.py c1fdb9eccea3d1f4 ran · our draft was wrong MIT (permissive)
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks 9 Nov 2024 Parallel-in-Time-Differential-Equations/RandNet-Parareal/Burgers_analysis.py 27d1ca21903aa88c unverified MIT (permissive)
Temporal-Difference Learning Using Distributed Error Signals 6 Nov 2024 google/jax/jax/_src/cache_key.py 9fc0e9452ec7806b unverified Apache-2.0 (permissive)
Benchmarking Predictive Coding Networks -- Made Simple 1 Jul 2024 liukidar/pcax/pcx/core/_parameter.py ef147485fa96660c ran Apache-2.0 (permissive)
A Differentiable Approach to Multi-scale Brain Modeling 28 Jun 2024 brainpy/BrainPy/brainpy/algorithms/online.py f4bef671e4a4f580 unverified GPL-3.0 (copyleft) · pointer only
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement 25 Dec 2023 jingw193/adaptive_fss/model/FPTrans_AdaptiveFSS/losses.py 109ac9594e4ff15b ran no licence file found · pointer only
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation 25 Nov 2023 ExplainableML/uot-fm/models/inception.py c98a6cf41bf8d8ac ran MIT (permissive)
An Inverse Scaling Law for CLIP Training 11 May 2023 UCSC-VLAA/CLIPA/clipa_jax/datasets/core.py da654725d3df8ece unverified Apache-2.0 (permissive)
Better plain ViT baselines for ImageNet-1k 3 May 2022 yuyangshu/retinavit/big_vision/datasets/core.py f40ba1fc76a56621 unverified Apache-2.0 (permissive)
BRIO: Bringing Order to Abstractive Summarization 31 Mar 2022 webis-de/summary-workbench/summary-workbench.py a789693bf4f1d0a2 unverified MIT (permissive)
Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains 27 Jan 2022 Alibaba-AAIG/Beyond-ImageNet-Attack/imagenet/dataset.py c89d1e59cc2475a1 unverified MIT (permissive)
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning 9 Oct 2021 danruod/fs-dgpm/dataloaders/cifar100.py a1514ac52326e4f5 unverified MIT (permissive)
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning 9 Oct 2021 danruod/fs-dgpm/dataloaders/cifar100_superclass.py af0c633c5c94ca87 unverified MIT (permissive)
Prior-Enhanced Few-Shot Segmentation with Meta-Prototypes 1 Jun 2021 Jarvis73/PEMP/core/losses.py 7f1d68bb61af0511 unverified MIT (permissive)
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes 18 May 2021 Accenture/AmpliGraph/ampligraph/latent_features/loss_functions.py e5cdd5cb67b2cb72 unverified Apache-2.0 (permissive)
Data-driven discovery of Green's functions with human-understandable deep learning 1 May 2021 NBoulle/greenlearning/greenlearning/activations.py 9029e3bf7909c0cf unverified Apache-2.0 (permissive)
DREAM: a fluid-kinetic framework for tokamak disruption runaway electron simulations 2021-03 (from id) chalmersplasmatheory/DREAM/py/DREAM/GeriMap.py fd3644eb16140a86 unverified MIT (permissive)
Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models 26 Aug 2020 jhcknzzm/SSFL-Benchmarking-Semi-supervised-Federated-Learning/models/cifar.py f8be03d81632009c unverified MIT (permissive)
PLACE: Proximity Learning of Articulation and Contact in 3D Environments 12 Aug 2020 sanweiliti/PLACE/chamfer_pytorch/get_chamfer.py a947f54a81b11553 unverified MIT (permissive)
On Layer Normalization in the Transformer Architecture 12 Feb 2020 colorfulscoop/tfdlg/tfdlg/activations.py c1a80ebe76a998e9 unverified MIT (permissive)
ConveRT: Efficient and Accurate Conversational Representations from Transformers 9 Nov 2019 koujm/convert-tf/model/activations.py dc1b23db6eb4a793 unverified Apache-2.0 (permissive)
Uncertainty-guided Continual Learning with Bayesian Neural Networks 6 Jun 2019 SaynaEbrahimi/UCB/src/dataloaders/cifar.py f497ffa094e5187d unverified MIT (permissive)
Uncertainty-guided Continual Learning with Bayesian Neural Networks 6 Jun 2019 SaynaEbrahimi/UCB/src/dataloaders/mixture.py c141139ade360683 unverified MIT (permissive)
Uncertainty-guided Continual Learning with Bayesian Neural Networks 6 Jun 2019 SaynaEbrahimi/UCB/src/dataloaders/mnist2.py 8b6d1b5f5705f3d7 unverified MIT (permissive)
Uncertainty-guided Continual Learning with Bayesian Neural Networks 6 Jun 2019 SaynaEbrahimi/UCB/src/dataloaders/mnist5.py da97457bd98cf9b8 unverified MIT (permissive)
Uncertainty-guided Continual Learning with Bayesian Neural Networks 6 Jun 2019 SaynaEbrahimi/UCB/src/dataloaders/pmnist.py 690c5890415e69c3 unverified MIT (permissive)
A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation 28 May 2019 pfnet-research/recompute/scripts/run_schedule.py 5e74d7a6d75a42be ran · our draft was wrong no licence file found · pointer only
Pyro: Deep Universal Probabilistic Programming 18 Oct 2018 uber/pyro/pyro/settings.py 6d95513e40539eea unverified Apache-2.0 (permissive)
Glow: Generative Flow with Invertible 1x1 Convolutions 9 Jul 2018 openai/glow/demo/model.py 48dad1e79064a6b1 unverified MIT (permissive)
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes 4 Jul 2018 speakstone/TextSnake/dataset/data_coco.py d2f61d806e44b0a6 unverified MIT (permissive)
PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks 31 May 2018 tantara/PeerNets-pytorch/src/mnist/dataset.py 0e1517f6035c39a9 unverified MIT (permissive)
Fighting Fake News: Image Splice Detection via Learned Self-Consistency 10 May 2018 minyoungg/selfconsistency/lib/utils/util.py 0069e4691c451107 unverified Apache-2.0 (permissive)
Tensor2Tensor for Neural Machine Translation 16 Mar 2018 JiachenMao/TransfornerPrune/tensor2tensor/layers/bayes.py 30733be1f346d1da unverified Apache-2.0 (permissive)
Learning Long Term Dependencies via Fourier Recurrent Units 17 Mar 2018 limbo018/FRU/code/tflearn/tflearn/losses.py ce9eb5970f8c4332 unverified MIT (permissive)
Learning Long Term Dependencies via Fourier Recurrent Units 17 Mar 2018 limbo018/FRU/code/tflearn/tflearn/activations.py 2c0db7052f4bb265 unverified MIT (permissive)
Attention Is All You Need 12 Jun 2017 enhuiz/torchnmt/torchnmt/networks/transformer.py d77f152b7ffa2e14 unverified MIT (permissive)
Deep Speaker: an End-to-End Neural Speaker Embedding System 5 May 2017 prajual/Deep_Speaker/models.py 2cbf4ce7e0235a0d ran · our draft was wrong Apache-2.0 (permissive)
WaveNet: A Generative Model for Raw Audio 12 Sep 2016 rampage644/wavenet/server.py 1b7121b9a228766d unverified Apache-2.0 (permissive)
Rethinking the Inception Architecture for Computer Vision 2 Dec 2015 matthias-wright/jax-fid/jax_fid/utils.py c98a6cf41bf8d8ac ran Apache-2.0 (permissive)
arXiv:Apolinario_CODE-CL_Conceptor-Based_Gradient_Projection_for_Deep_Continual_Learning_ICCV_2025_paper mapolinario94/CODE-CL/utils/cifar100.py ee437b2433f27166 unverified MIT (permissive)
arXiv:2022.emnlp-demos.40 OpenBMB/BMTrain/bmtrain/debug.py 210cf4c28eb1b0c6 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".

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