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exp

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

exp appears in the code Syntology harvested for 11 papers, as 11 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 2 of the papers; 1 of the code bodies carries 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 exp 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 2 of the 11 distinct code bodies named exp; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
9unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 12 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

11 papers shown of 11, newest first; 12 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. 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
Decentralized Online Riemannian Optimization with Dynamic Environments 2024-10 (from id) statsle/dprgd/src/utils/spd.py c91dee1e9615a9b5 ran no licence file found · pointer only
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 de192f477635e5d9 ran fingerprinted no licence file found · pointer only
Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based Similarity 18 Aug 2023 nslab-cuk/unified-graph-transformer/Graph_classification/models.py 5a6826903f8b965a unverified MIT (permissive)
Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based Similarity 18 Aug 2023 nslab-cuk/community-aware-graph-transformer/models.py 157006cf12196817 unverified MIT (permissive)
Multiplication-Free Transformer Training via Piecewise Affine Operations 26 May 2023 epfml/piecewise-affine-multiplication/pam/pam_ops.py 8414688e931a8025 unverified Apache-2.0 (permissive)
Stochastic Rising Bandits 7 Dec 2022 albertometelli/stochastic-rising-bandits/src/reward_model.py 11b31c8988ee18de unverified MIT (permissive)
EvoJAX: Hardware-Accelerated Neuroevolution 10 Feb 2022 google/evojax/evojax/algo/crfmnes.py dd5636206a92be63 unverified Apache-2.0 (permissive)
Counterfactual Shapley Additive Explanations 27 Oct 2021 jpmorganchase/cf-shap-facct22/emutils/latex.py 0f57192d632b4c3f unverified Apache-2.0 (permissive)
Contemporary Symbolic Regression Methods and their Relative Performance 29 Jul 2021 philipp238/parfam/src/parfam/utils.py da59bd960d50e6f8 unverified MIT (permissive)
Discretization-Aware Architecture Search 7 Jul 2020 sunsmarterjie/DAAS/cnn/dimension.py 135e8cf8c541a30f unverified Apache-2.0 (permissive)
Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space 5 Dec 2019 dietmarwo/fast-cma-es/fcmaes/crfmnes.py dd5636206a92be63 unverified MIT (permissive)
Deep Complex Networks 27 May 2017 omrijsharon/torchlex/torchlex.py 80bac485fc1b3e81 unverified no licence file found · pointer only

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