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log

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

log appears in the code Syntology harvested for 61 papers, as 44 distinct code bodies found in 64 places (a place is one code body under one paper). At least one of them ran in 33 of the papers; 11 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 log 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 16 of the 44 distinct code bodies named log; 28 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
9ran · our draft was wrong
0ran · fixture could not drive it
5ran
28unverified
11fingerprinted

Licence is a property of each copy, so it is counted per place: 22 of the 64 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

61 papers shown of 61, newest first; 64 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 8 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
A reproducible and extensible framework for benchmarking competing risks survival models added by Syntology 2026-08 (from id) BBolosSierra/CompRisksBenchmark/python/class_DeepHit.py ab04280cb9105858 ran no licence file found · pointer only
USAD: Uncertainty-aware Statistical Adversarial Detection added by Syntology 2026-06 (from id) tmlr-group/USAD/baselines/USAD/USAD.py 396ba40a950867fd unverified no licence file found · pointer only
Relational Structural Causal Models added by Syntology 2026-06 (from id) CausalAILab/RelationalCausalModels/NCMCounterfactuals/src/scm/rscm.py d4ce1643876ab796 unverified no licence file found · pointer only
Stop-Think-AutoRegress: Language Modeling with Latent Diffusion Planning added by Syntology 2026-02 (from id) justinlovelace/STAR-LDM/star_ldm/diffusion/noise_schedule.py d93be7ef30d67f1e ran · our draft was wrong fingerprinted MIT (permissive)
SWE-AGI: Benchmarking Specification-Driven Software Construction with MoonBit in the Era of Autonomous Agents added by Syntology 2026-02 (from id) moonbitlang/SWE-AGI/docker/server.py 6c8362c015ee20dd unverified Apache-2.0 (permissive)
Step-Wise Refusal Dynamics in Autoregressive and Diffusion Language Models added by Syntology 1 Feb 2026 identical code first harvested elsewhere b5472673332de78e ran · our draft was wrong fingerprinted licence of this copy not recorded
Hierarchical Orthogonal Residual Spread for Precise Massive Editing in Large Language Models added by Syntology 2026-01 (from id) XiaojieGu/HORSE/editor/horse.py 0974a4d82bf5f79d ran · our draft was wrong fingerprinted no licence file found · pointer only
AutoAdv: Automated Adversarial Prompting for Multi-Turn Jailbreaking of Large Language Models added by Syntology 2025-11 (from id) AAN-AutoAdv/AutoAdv/Code/conversation.py 516afda23928cc38 unverified licence not identified · pointer only
UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens 20 May 2025 arctanxarc/unictokens/models/sampling.py b5472673332de78e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Abstracted Shapes as Tokens -- A Generalizable and Interpretable Model for Time-series Classification 1 Nov 2024 yunshiwen/vqshape/vqshape/model.py 7d6c3243647c53d9 ran · our draft was wrong fingerprinted MIT (permissive)
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions 1 Nov 2024 MIRALab-USTC/RL-TRACER/algo/model_free/tracer.py 7f00e1ce623d2217 unverified MIT (permissive)
Learning to Optimize for Mixed-Integer Non-linear Programming with Feasibility Guarantees 14 Oct 2024 pnnl/neuromancer/src/neuromancer/arg.py a84c2400ad96c43e unverified licence not identified · pointer only
Diffusion Guided Language Modeling 8 Aug 2024 justinlovelace/diffusion-guided-lm/diffusion/noise_schedule.py d93be7ef30d67f1e ran · our draft was wrong fingerprinted MIT (permissive)
Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models 31 Jul 2024 pandragonxiii/cider/code/utils.py d4a0251a20b07a47 ran Apache-2.0 (permissive)
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning 17 Jul 2024 liuxhym/edis/diffusion/elucidated_diffusion.py b5472673332de78e ran · our draft was wrong fingerprinted no licence file found · pointer only
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks 7 Jun 2024 adlith/moe-jetpack/moejet/models/soft_moe.py b5472673332de78e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation 30 May 2024 dreamfold/foldflow/FoldFlow/so3/so3_helpers.py 866845ec51a90b99 ran licence not identified · pointer only
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning 27 May 2024 conglu1997/SynthER/synther/diffusion/elucidated_diffusion.py b5472673332de78e ran · our draft was wrong fingerprinted MIT (permissive)
Exploring the Enigma of Neural Dynamics Through A Scattering-Transform Mixer Landscape for Riemannian Manifold 25 May 2024 Dandy5721/ICML2024/CODE/deepholobrain/layers/riemannian.py 8a53b27b1af1ce1c ran fingerprinted no licence file found · pointer only
Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning 22 Feb 2024 oliverxuzy/foudation-model_multitask/finetune.py 7d408a58c39fd05b unverified no licence file found · pointer only
Detecting AI-Generated Video via Frame Consistency 3 Feb 2024 wuwuwuyue/decof/src/utils/logs.py 112202ee8b70716d ran no licence file found · pointer only
Dynamical Survival Analysis with Controlled Latent States 30 Jan 2024 linusbleistein/signature_survival/competing_methods/Dynamic_DeepHit/class_DeepLongitudinal.py 9f47548505fcb421 unverified no licence file found · pointer only
Dynamical Survival Analysis with Controlled Latent States 30 Jan 2024 linusbleistein/signature_survival/competing_methods/Dynamic_DeepHit/get_main_CF.py f7d44a32801617e6 unverified no licence file found · pointer only
Self-Rewarding Language Models 18 Jan 2024 lucidrains/self-rewarding-lm-pytorch/self_rewarding_lm_pytorch/sampling_utils.py b5472673332de78e ran · our draft was wrong fingerprinted MIT (permissive)
LLM Augmented LLMs: Expanding Capabilities through Composition 4 Jan 2024 identical code first harvested elsewhere b5472673332de78e ran · our draft was wrong fingerprinted licence of this copy not recorded
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS 28 Nov 2023 VITA-Group/LightGaussian/vectree/vectree.py 0a7e4f0159ab841a ran · our draft was wrong fingerprinted licence not identified · pointer only
Tell2Design: A Dataset for Language-Guided Floor Plan Generation 27 Nov 2023 lucidrains/imagen-pytorch/imagen_pytorch/elucidated_imagen.py b5472673332de78e ran · our draft was wrong fingerprinted MIT (permissive)
Generalized test utilities for long-tail performance in extreme multi-label classification 9 Nov 2023 mwydmuch/macro-measures-in-xmlc/xcolumns/frank_wolfe.py 01febb6c4f142e9d unverified MIT (permissive)
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis 16 Aug 2023 pmh9960/GCDP/imagen_pytorch/elucidated_imagen.py b5472673332de78e ran · our draft was wrong fingerprinted no licence file found · pointer only
Towards General Low-Light Raw Noise Synthesis and Modeling 31 Jul 2023 fengzhang427/LRD/noise_profile/noise_profile_SonyA7S2.py fe0468e2d3603fb0 unverified MIT (permissive)
TryOnDiffusion: A Tale of Two UNets 14 Jun 2023 fashn-AI/tryondiffusion/tryondiffusion/modules/imagen.py 7608d360a072bd4b unverified MIT (permissive)
GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes 25 May 2023 ibrahimethemhamamci/generatect/super_resolution/super_resolution/elucidated_superres.py b5472673332de78e ran · our draft was wrong fingerprinted MIT (permissive)
Latent Diffusion for Language Generation 19 Dec 2022 justinlovelace/latent-diffusion-for-language/diffusion/text_denoising_diffusion.py d93be7ef30d67f1e ran · our draft was wrong fingerprinted MIT (permissive)
LEMMA: Bootstrapping High-Level Mathematical Reasoning with Learned Symbolic Abstractions 16 Nov 2022 uranium11010/lemma/compress.py a3670b6ecc8de682 unverified MIT (permissive)
Federated Causal Discovery From Interventions 7 Nov 2022 aminabyaneh/fed-cd/causal_discovery/multivariable_flow.py b6f611b235eb8c4f unverified MIT (permissive)
Differentiable Top-k Classification Learning 15 Jun 2022 felix-petersen/difftopk/difftopk/smooth_topk.py 8a24f02d6735ca80 unverified MIT (permissive)
Variance Reduction is an Antidote to Byzantines: Better Rates, Weaker Assumptions and Communication Compression as a Cherry on the Top 1 Jun 2022 epfml/byzantine-robust-noniid-optimizer/codes/aggregator/safeguard.py f96e16a75b8645c5 unverified MIT (permissive)
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation 30 Mar 2022 lucidrains/speculative-decoding/speculative_decoding/speculative_decoding.py b5472673332de78e ran · our draft was wrong fingerprinted MIT (permissive)
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices 9 Mar 2022 ibm/neuro-vector-symbolic-architectures/nvsa/perception/metrics.py 3d9224c206c4cd8e unverified Apache-2.0 (permissive)
Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning 22 Feb 2022 kaiwenzha/contrastive-poisoning/model.py 0f408c13a7b48d93 ran · our draft was wrong MIT (permissive)
LaMDA: Language Models for Dialog Applications 20 Jan 2022 conceptofmind/lamda-rlhf-pytorch/lamda_pytorch/utils/utils.py 6269424d608eba34 ran · honoured contract fingerprinted MIT (permissive)
Parameter Prediction for Unseen Deep Architectures 25 Oct 2021 lucidrains/vit-pytorch/vit_pytorch/ats_vit.py 8f3eea58724263db ran · our draft was wrong fingerprinted MIT (permissive)
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining 16 Feb 2021 lucidrains/coco-lm-pytorch/coco_lm_pytorch/coco_lm_pytorch.py 5926a238cd968779 ran · our draft was wrong fingerprinted MIT (permissive)
Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments 20 Jan 2021 aklein1995/exploration_sil_im/rapid/rapid_agent.py 420a7935bc54a351 unverified MIT (permissive)
Meta-Consolidation for Continual Learning 1 Oct 2020 JosephKJ/merlin/lib/consolidate.py 92a8f98b9d4d4a77 unverified no licence file found · pointer only
Discretization-Aware Architecture Search 7 Jul 2020 sunsmarterjie/DAAS/cnn/dimension.py 175f62423e47edfa unverified Apache-2.0 (permissive)
Pre-training via Paraphrasing 26 Jun 2020 lucidrains/marge-pytorch/marge_pytorch/autoregressive_wrapper.py 6269424d608eba34 ran · honoured contract fingerprinted MIT (permissive)
ProGen: Language Modeling for Protein Generation 8 Mar 2020 lucidrains/progen-jax/progen_transformer/utils.py 0bd02f1529386045 unverified MIT (permissive)
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators 23 Mar 2020 lucidrains/electra-pytorch/electra_pytorch/electra_pytorch.py c01e5c8df433613c ran · our draft was wrong fingerprinted MIT (permissive)
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators 23 Mar 2020 identical code first harvested elsewhere 6269424d608eba34 ran · honoured contract fingerprinted licence of this copy not recorded
Improved Surrogates in Inertial Confinement Fusion with Manifold and Cycle Consistencies 17 Dec 2019 rushilanirudh/macc/utils.py f7d44a32801617e6 unverified MIT (permissive)
End-to-End Bias Mitigation by Modelling Biases in Corpora 13 Sep 2019 rabeehk/robust-nli/src/losses.py b1951f4f25d8e36c ran · honoured contract fingerprinted no licence file found · pointer only
Large Memory Layers with Product Keys 10 Jul 2019 lucidrains/product-key-memory/product_key_memory/product_key_memory.py b5472673332de78e ran · our draft was wrong fingerprinted MIT (permissive)
Supervising strong learners by amplifying weak experts 19 Oct 2018 rmoehn/amplification/amplification/tasks/graph.py d8d0370822941683 unverified MIT recorded; this copy not marked cleared · pointer only
Smooth Loss Functions for Deep Top-k Classification 21 Feb 2018 oval-group/smooth-topk/topk/logarithm.py 88f07bb8493c307d unverified MIT (permissive)
Deep Complex Networks 27 May 2017 omrijsharon/torchlex/torchlex.py 57da8118b3cadb86 unverified no licence file found · pointer only
Image-to-Image Translation with Conditional Adversarial Networks 21 Nov 2016 ml4its/latent-diffusion-model-for-conditional-reservoir-facies-generation/methods/ldm/denoising_diffusion_pytorch/elucidated_diffusion.py b5472673332de78e ran · our draft was wrong fingerprinted MIT (permissive)
Image-to-Image Translation with Conditional Adversarial Networks 21 Nov 2016 ml4its/latent-diffusion-model-for-conditional-reservoir-facies-generation/methods/ldm/denoising_diffusion_pytorch/learned_gaussian_diffusion.py a7de563d25bc61e9 unverified MIT (permissive)
RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning 9 Nov 2016 aliengirlliv/teachable/algos/ppo.py d39457795cdad002 unverified MIT (permissive)
The Ring of Algebraic Functions on Persistence Bar Codes 2013-04 (from id) oleg-kachan/diagram2vec/diagram2vec/diagram2vec.py 3604debc2c239df8 unverified MIT (permissive)
arXiv:Rao_Multi-modal_Contrastive_Learning_with_Negative_Sampling_Calibration_for_Phenotypic_Drug_CVPR_2025_paper biomed-AI/MINER/model/MINER.py 0fc0917641de4bf1 unverified BSD-3-Clause (permissive)
arXiv:Li_Learning_Hierarchical_Line_Buffer_for_Image_Processing_ICCV_2025_paper SonyResearch/LineBufferNet/utils/utils.py fe0468e2d3603fb0 unverified MIT (permissive)
arXiv:2024.findings-emnlp.803 PandragonXIII/CIDER/code/utils.py d4a0251a20b07a47 ran Apache-2.0 (permissive)
arXiv:2023.acl-short.31 JFChi/PLUE/pretraining/ELECTRA/model.py 6269424d608eba34 ran · honoured contract fingerprinted 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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