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symlog

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

symlog appears in the code Syntology harvested for 24 papers, as 13 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 21 of the papers; 10 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 symlog 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 10 of the 13 distinct code bodies named symlog; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
4ran · our draft was wrong
1ran · fixture could not drive it
4ran
3unverified
10fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 24 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

24 papers shown of 24, newest first; 24 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 5 papers added by Syntology. 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
Amortized Factor Inference Networks for Posterior Inference added by Syntology 2026-05 (from id) joohwanko/AFINs/src/afin/model.py 9d518e211efa7b47 ran · our draft was wrong fingerprinted no licence file found · pointer only
WavCube: Unifying Speech Representation for Understanding and Generation via Semantic-Acoustic Joint Modeling added by Syntology 2026-05 (from id) yanghaha0908/WavCube/vocos/modules.py 3acb919a94ac1a19 ran fingerprinted MIT (permissive)
R2-Dreamer: Redundancy-Reduced World Models without Decoders or Augmentation added by Syntology 2026-03 (from id) NM512/r2dreamer/dreamer.py b6d53c21daa4c865 ran · our draft was wrong fingerprinted MIT (permissive)
From Observations to Events: Event-Aware World Model for Reinforcement Learning added by Syntology 2026-01 (from id) MarquisDarwin/EAWM/EADream/tools.py 3e346b9b00ea8169 ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
A KL-regularization Framework for Learning to Plan with Adaptive Priors added by Syntology 2025-10 (from id) alvaro-serra/pompc/pompc/common/util.py 89c9792c5bbea8e1 unverified no licence file found · pointer only
Simple, Good, Fast: Self-Supervised World Models Free of Baggage 3 Jun 2025 jrobine/sgf/src/wm.py d89a7360f2557af3 ran · our draft was wrong fingerprinted MIT (permissive)
Discrete Codebook World Models for Continuous Control 1 Mar 2025 aidanscannell/dcmpc/utils/helper.py 7fb5eb47c3b273d5 unverified MIT (permissive)
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient 11 Oct 2024 realwenlongwang/Drama/sub_models/functions_losses.py c5f6f10f82106e10 ran fingerprinted no licence file found · pointer only
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling 29 Aug 2024 jishengpeng/wavtokenizer/decoder/modules.py 3acb919a94ac1a19 ran fingerprinted MIT (permissive)
Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation 7 Jul 2024 open-mmlab/Amphion/models/codec/amphion_codec/vocos.py 3acb919a94ac1a19 ran fingerprinted MIT (permissive)
GenRL: Multimodal-foundation world models for generalization in embodied agents 26 Jun 2024 mazpie/genrl/agent/dreamer_utils.py 3e346b9b00ea8169 ran · our draft was wrong fingerprinted MIT (permissive)
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning 1 Jun 2024 flairox/cultural-accumulation/goal_seq/train_oracle_s5.py bb06b4458359de80 ran · violated contract fingerprinted no licence file found · pointer only
Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts 18 May 2024 hitsz-tmg/umoe-scaling-unified-multimodal-llms/Uni-MoE-2/decoder/modules.py 3acb919a94ac1a19 ran fingerprinted no licence file found · pointer only
MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning 14 Mar 2024 zoharri/mamba/tools.py 3e346b9b00ea8169 ran · our draft was wrong fingerprinted no licence file found · pointer only
Language-Codec: Bridging Discrete Codec Representations and Speech Language Models 19 Feb 2024 jishengpeng/languagecodec/languagecodec_decoder/modules.py 3acb919a94ac1a19 ran fingerprinted MIT (permissive)
Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks 26 Oct 2023 RyanNavillus/PPO-v3/ppo_v3/ppo_envpool_tricks.py 2898f3c58f169917 ran fingerprinted Apache-2.0 (permissive)
STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning 14 Oct 2023 weipu-zhang/storm/sub_models/functions_losses.py c5f6f10f82106e10 ran fingerprinted no licence file found · pointer only
Hieros: Hierarchical Imagination on Structured State Space Sequence World Models 8 Oct 2023 Snagnar/Hieros/hieros/tools.py 3e346b9b00ea8169 ran · our draft was wrong fingerprinted MIT (permissive)
Language Reward Modulation for Pretraining Reinforcement Learning 23 Aug 2023 ademiadeniji/lamp/common/dists.py 6ed5bbdae5b17591 ran fingerprinted MIT (permissive)
Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces 2 Jun 2023 badger-rl/stop/nmodel.py 69b48660ab8e75d9 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis 1 Jun 2023 gemelo-ai/vocos/vocos/modules.py 3acb919a94ac1a19 ran fingerprinted MIT (permissive)
Mastering Diverse Domains through World Models 10 Jan 2023 nm512/dreamerv3-torch/dreamer.py 3e346b9b00ea8169 ran · our draft was wrong fingerprinted MIT (permissive)
DeXtreme: Transfer of Agile In-hand Manipulation from Simulation to Reality 25 Oct 2022 Denys88/rl_games/rl_games/algos_torch/layers.py 3e346b9b00ea8169 ran · our draft was wrong fingerprinted MIT (permissive)
SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning 28 Dec 2019 kengz/SLM-Lab/slm_lab/lib/math_util.py bb21890c6aa0c40e 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".

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