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symexp

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

symexp appears in the code Syntology harvested for 20 papers, as 9 distinct code bodies found in 21 places (a place is one code body under one paper). At least one of them ran in 17 of the papers; 7 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 symexp 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 9 distinct code bodies named symexp; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
5ran
2unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 21 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

20 papers shown of 20, newest first; 21 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 3 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
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 f1abe87534e9b4b5 ran 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 fd421307a7e4cede 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 d241520c8a517f0a 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 0d83ad2de737d8cb ran · our draft was wrong fingerprinted MIT (permissive)
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient 11 Oct 2024 realwenlongwang/Drama/sub_models/functions_losses.py 67b3a332ec394684 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 f1abe87534e9b4b5 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 f1abe87534e9b4b5 ran fingerprinted MIT (permissive)
GenRL: Multimodal-foundation world models for generalization in embodied agents 26 Jun 2024 mazpie/genrl/agent/dreamer_utils.py fd421307a7e4cede ran · our draft was wrong fingerprinted MIT (permissive)
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 f1abe87534e9b4b5 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 fd421307a7e4cede 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 f1abe87534e9b4b5 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 90d78613df850934 ran fingerprinted Apache-2.0 (permissive)
Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks 26 Oct 2023 RyanNavillus/PPO-v3/ppo_v3/ppo_envpool_tricks_dmc.py a6f6ca918a38c714 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 67b3a332ec394684 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 fd421307a7e4cede ran · our draft was wrong fingerprinted MIT (permissive)
Language Reward Modulation for Pretraining Reinforcement Learning 23 Aug 2023 ademiadeniji/lamp/common/dists.py f7a01c331bef6b90 ran fingerprinted MIT (permissive)
SafeDreamer: Safe Reinforcement Learning with World Models 14 Jul 2023 PKU-Alignment/SafeDreamer/SafeDreamer/agent.py d241520c8a517f0a unverified Apache-2.0 (permissive)
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 f1abe87534e9b4b5 ran fingerprinted MIT (permissive)
Mastering Diverse Domains through World Models 10 Jan 2023 nm512/dreamerv3-torch/dreamer.py fd421307a7e4cede 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 fd421307a7e4cede 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 840248f6e820c2cf 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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