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moving_average

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

moving_average appears in the code Syntology harvested for 46 papers, as 36 distinct code bodies found in 47 places (a place is one code body under one paper). At least one of them ran in 32 of the papers; 21 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 moving_average 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 23 of the 36 distinct code bodies named moving_average; 13 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
5ran · our draft was wrong
5ran · fixture could not drive it
12ran
13unverified
21fingerprinted

Licence is a property of each copy, so it is counted per place: 20 of the 47 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

46 papers shown of 46, newest first; 47 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 2 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
Learning Resilient Elections with Adversarial GNNs added by Syntology 2026-01 (from id) MarkHaoxiang/geometric-governance/src/geometric_governance/gen_appendix_welfare_plots.py d5b7d53f7190f6e5 unverified no licence file found · pointer only
Learning Resilient Elections with Adversarial GNNs added by Syntology 2026-01 (from id) MarkHaoxiang/geometric-governance/src/geometric_governance/gen_welfare_loss_plots.py 7cdbeddbcee4e727 unverified no licence file found · pointer only
A Probabilistic U-Net Approach to Downscaling Climate Simulations added by Syntology 2025-11 (from id) MaryamAlipourH/prob-unet-climate-downscaling/src/prob_unet_utils.py 265136f0d46b4448 unverified no licence file found · pointer only
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models 9 Dec 2024 reds-lab/restricted_gradient_diversity_unlearning/SD/train-scripts/gradient_ascent.py f398bc270e4f4ffe ran · our draft was wrong fingerprinted no licence file found · pointer only
Beyond The Rainbow: High Performance Deep Reinforcement Learning on a Desktop PC 6 Nov 2024 VIPTankz/BTR/Analytic.py b47df527aff11259 unverified MIT (permissive)
Abstracted Shapes as Tokens -- A Generalizable and Interpretable Model for Time-series Classification 1 Nov 2024 yunshiwen/vqshape/vqshape/model.py 9ba464786de3ce24 ran · fixture could not drive it fingerprinted MIT (permissive)
CODES: Benchmarking Coupled ODE Surrogates 28 Oct 2024 robin-janssen/codes-benchmark/codes/tune/evaluate_study.py 264301fb71e3aa32 unverified GPL-3.0 (copyleft) · pointer only
Value Residual Learning For Alleviating Attention Concentration In Transformers 23 Oct 2024 Zcchill/Value-Residual-Learning/analyze/plot_relative_loss.py 01bbee0c31a1d848 unverified MIT (permissive)
arXiv:2409.02606 2024-09 (from id) princetonlips/neural_fdm/src/neural_fdm/plotting.py 8ea158d2b25ecaa2 ran fingerprinted no licence file found · pointer only
Target conversation extraction: Source separation using turn-taking dynamics 15 Jul 2024 chentuochao/target-conversation-extraction/convert_AMI2Libri.py 032038059574b300 ran fingerprinted MIT (permissive)
LLaSA: A Multimodal LLM for Human Activity Analysis Through Wearable and Smartphone Sensors 20 Jun 2024 bashlab/llasa/llasa_v2_data_generation.py 5d61fbe22e6693ed ran fingerprinted no licence file found · pointer only
More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling 18 Jun 2024 panxulab/lsvi-ase/atari_results/plot_atari_individual.py b956e8eaded5fc36 ran fingerprinted MIT (permissive)
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments 17 Jun 2024 identical code first harvested elsewhere 9edbea252c4a2b7e ran · violated contract fingerprinted licence of this copy not recorded
Skill-aware Mutual Information Optimisation for Generalisation in Reinforcement Learning 7 Jun 2024 uoe-agents/SaMI/logger.py 984ea32677f90d4b ran fingerprinted no licence file found · pointer only
Data-augmented phrase-level alignment for mitigating object hallucination 28 May 2024 pritamqu/HALVA/llava/train/train_halva.py 4b9b7f2c9ec6c036 ran fingerprinted no licence file found · pointer only
Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3 1 May 2024 scalable-model-editing/unified-model-editing/current_edit_scores.py 6a33727392194b2c ran fingerprinted no licence file found · pointer only
Metric-Guided Conformal Bounds for Probabilistic Image Reconstruction 23 Apr 2024 matthewyccheung/conformal-metric/bias/weather.py a5d00a43ff917bc1 ran MIT (permissive)
Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning 16 Apr 2024 panxulab/MARL-CoopTS/Utils/plotter.py 4b34dcb9354b0216 ran fingerprinted MIT (permissive)
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention 4 Apr 2024 applied-machine-learning-lab/dt4ier/rl_utils.py 326fd6b469512950 ran fingerprinted no licence file found · pointer only
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators 25 Mar 2024 cambridgeltl/pairs/pairs/pairs_ranking.py 9edbea252c4a2b7e ran · violated contract fingerprinted MIT (permissive)
ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference 16 Mar 2024 samholt/ode-discovery-for-longitudinal-heterogeneous-treatment-effects-inference/utils/results_utils.py dfb9d0f97fc99892 ran fingerprinted MIT (permissive)
Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing 11 Mar 2024 scalable-model-editing/rebuilding-rome/experiments/current_edit_scores.py 6a33727392194b2c ran fingerprinted MIT (permissive)
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models 19 Feb 2024 JingWu321/EraseDiff/sd/train_scripts/erasediff.py f398bc270e4f4ffe ran · our draft was wrong fingerprinted no licence file found · pointer only
Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains 6 Feb 2024 Bond1995/Markov/Markov-LLM-depth/figures/loss.py 97862e6fa3bd1759 ran fingerprinted no licence file found · pointer only
Model Editing at Scale leads to Gradual and Catastrophic Forgetting 15 Jan 2024 scalable-model-editing/gradual-catastrophic-forgetting/downstream_eval/current_edit_scores.py 6a33727392194b2c ran fingerprinted no licence file found · pointer only
Erasing Undesirable Influence in Diffusion Models 11 Jan 2024 jingwu321/erasediff/sd/train_scripts/erasediff.py f398bc270e4f4ffe ran · our draft was wrong fingerprinted no licence file found · pointer only
Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Generation for Few-shot Learning 14 Aug 2023 czx-li/DP2O/Utils.py 326fd6b469512950 ran fingerprinted MIT (permissive)
RMSSinger: Realistic-Music-Score based Singing Voice Synthesis 18 May 2023 tonnetonne814/SiFi-VITS2-44100-Ja/train_SVS_synthesizer.py 33374877ef882af3 ran · fixture could not drive it fingerprinted MIT (permissive)
A framework for benchmarking class-out-of-distribution detection and its application to ImageNet 23 Feb 2023 mdabbah/COOD_benchmarking/utils/confidence_functions.py b9c97a558f872a5e unverified MIT (permissive)
Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation 22 May 2022 qlan3/MeDQN/plot.py b956e8eaded5fc36 ran fingerprinted MIT (permissive)
CLIP-CLOP: CLIP-Guided Collage and Photomontage 6 May 2022 deepmind/arnheim/arnheim_3/src/training.py f398bc270e4f4ffe ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Progressive Distillation for Fast Sampling of Diffusion Models 1 Feb 2022 Hramchenko/diffusion_distiller/train_utils.py 2dae0e9618d089f2 unverified MIT (permissive)
CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data 16 Dec 2021 topo-epfl/crossloc/visualize.py f9086ad3c68ab634 unverified MIT (permissive)
Adversarial Intrinsic Motivation for Reinforcement Learning 27 May 2021 iDurugkar/adversarial-intrinsic-motivation/utils/plot.py 3c1cd91be28d7d5b unverified MIT (permissive)
Recovery RL: Safe Reinforcement Learning with Learned Recovery Zones 29 Oct 2020 abalakrishna123/recovery-rl/plotting/plot_runs.py b2c43b2ab933053b ran · our draft was wrong fingerprinted MIT (permissive)
Bayesian Neural Networks With Maximum Mean Discrepancy Regularization 2 Mar 2020 ispamm/MMD-Bayesian-Neural-Network/classification_plots.py 3f96e85c88a63fab ran · fixture could not drive it fingerprinted no licence file found · pointer only
Control Regularization for Reduced Variance Reinforcement Learning 14 May 2019 rcheng805/CORE-RL/car/ddpg/add_ddpg.py f398bc270e4f4ffe ran · our draft was wrong fingerprinted no licence file found · pointer only
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples 7 Mar 2019 nobody-1617/deta/meta_dataset/analysis/select_best_model.py 9ff47b55c732dbfd ran · our draft was wrong fingerprinted MIT (permissive)
Discriminator-Actor-Critic: Addressing Sample Inefficiency and Reward Bias in Adversarial Imitation Learning 9 Sep 2018 illidanlab/opolo-code/opolo-baselines/run/plot-mujoco.py 106059bc9f33b5a6 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Deep optimal stopping 2018-04 (from id) leokan92/optimal-stopping-cnn/plotting_results.py 265136f0d46b4448 unverified MIT (permissive)
Counterfactual Multi-Agent Policy Gradients 24 May 2017 matteokarldonati/Counterfactual-Multi-Agent-Policy-Gradients/training_loop.py 86c01369f50fdee8 ran · our draft was wrong fingerprinted no licence file found · pointer only
Wasserstein GAN 26 Jan 2017 MaximeVandegar/Papers-in-100-Lines-of-Code/Wasserstein_GAN/wgan.py 8b7e4c7f96e7694c ran · our draft was wrong fingerprinted MIT (permissive)
Predicting the direction of stock market prices using random forest 29 Apr 2016 jmartinezheras/reproduce-stock-market-direction-random-forests/pandas_techinal_indicators.py 21dceafc22f8e569 ran · fixture could not drive it Apache-2.0 (permissive)
Adam: A Method for Stochastic Optimization 22 Dec 2014 Sj-Amani/Practical_Behavioral_Cloning/left_right_driving_data_preprocessing.py 755b233b6180c3d0 unverified MIT (permissive)
API design for machine learning software: experiences from the scikit-learn project 1 Sep 2013 pdghawk/systrade/systrade/models/indicators.py c7321580fd61a74c unverified BSD-3-Clause (permissive)
Off-Policy Actor-Critic 22 May 2012 DevSlem/OfflineRL/src/util.py 67268c574955946c unverified MIT (permissive)
arXiv:aaai_20764 Giseung-Park/BlockSeq/code_off_policy/plotter.py 265136f0d46b4448 unverified 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".

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