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deprecated

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

deprecated appears in the code Syntology harvested for 25 papers, as 19 distinct code bodies found in 26 places (a place is one code body under one paper). At least one of them ran in 9 of the papers; 0 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 deprecated 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 19 distinct code bodies named deprecated; 12 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
6ran
12unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 26 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

25 papers shown of 25, newest first; 26 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 4 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
Essential Subspace Merging for Multi-Task Learning added by Syntology 2026-06 (from id) kiddo127/ESM/ESM-RoBERTa/utils.py 670b577dd9aa8aa8 ran no licence file found · pointer only
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective added by Syntology 2026-05 (from id) DSAIL-Memory/EvoMemBench/EvoMemBench-Memory-Systems/MemOS/src/memos/deprecation.py ab3353e27ad3508a ran no licence file found · pointer only
Deep Learning for BioImaging: What Are We Really Learning? added by Syntology 2026-03 (from id) mahmoodlab/HEST/src/hest/utils.py 773a0c308d1f3410 unverified licence not identified · pointer only
AIRE-Prune: Asymptotic Impulse-Response Energy for State Pruning in State Space Models added by Syntology 2026-02 (from id) falcon-arrow/AIRE-Prune/s5/dataloaders/base.py 25edc240223b76c0 unverified Apache-2.0 (permissive)
PDLP: A Practical First-Order Method for Large-Scale Linear Programming 2025-01 (from id) google/or-tools/ortools/sat/python/cp_model.py fdadc7e6c0d5856d unverified Apache-2.0 (permissive)
Layer-Adaptive State Pruning for Deep State Space Models 5 Nov 2024 msgwak/LAST/s5/dataloaders/base.py 25edc240223b76c0 unverified no licence file found · pointer only
A Differentiable Approach to Multi-scale Brain Modeling 28 Jun 2024 brainpy/BrainPy/brainpy/deprecations.py 24682edde32d3895 ran GPL-3.0 (copyleft) · pointer only
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging 17 Jun 2024 LZY-the-boys/Twin-Merging/discriminative/utils.py 670b577dd9aa8aa8 ran MIT (permissive)
P-SpikeSSM: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks 5 Jun 2024 NeuroCompLab-psu/PSpikeSSMs/src/dataloaders/base.py 25edc240223b76c0 unverified MIT (permissive)
Neural Network Verification with Branch-and-Bound for General Nonlinearities 31 May 2024 huanzhang12/alpha-beta-CROWN/complete_verifier/bab.py 02af614e12c22731 ran licence not identified · pointer only
Less Peaky and More Accurate CTC Forced Alignment by Label Priors 22 Apr 2024 huangruizhe/audio/torchaudio/_internal/module_utils.py 23bbafb2ef4c5399 ran BSD-2-Clause (permissive)
Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling 5 Mar 2024 jimmylihui/genbench/src/dataloaders/base.py 25edc240223b76c0 unverified Apache-2.0 (permissive)
State Space Models for Event Cameras 23 Feb 2024 lindermanlab/S5/s5/dataloaders/base.py 25edc240223b76c0 unverified MIT (permissive)
Two Complementary Perspectives to Continual Learning: Ask Not Only What to Optimize, But Also How 8 Nov 2023 timmhess/twocomplementaryperspectivescl/avalanche/_annotations.py 667a50347702db96 ran MIT (permissive)
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors 4 Oct 2023 idoamos/not-from-scratch/src/dataloaders/base.py 25edc240223b76c0 unverified MIT (permissive)
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models 4 Mar 2022 microsoft/archai/archai/common/deprecation_utils.py d9fa680dfcf3fc67 unverified MIT (permissive)
Avalanche: an End-to-End Library for Continual Learning 1 Apr 2021 lrzpellegrini/avalanche/avalanche/_annotations.py 667a50347702db96 ran MIT (permissive)
$ξ$-torch: differentiable scientific computing library 5 Oct 2020 xitorch/xitorch/xitorch/_utils/decorators.py 37d7d9e3c5432824 unverified MIT (permissive)
La-MAML: Look-ahead Meta Learning for Continual Learning 27 Jul 2020 ContinualAI/avalanche/avalanche/training/regularization.py c786263dfd96b80c ran · our draft was wrong MIT (permissive)
Neural Network Compression Framework for fast model inference 20 Feb 2020 openvinotoolkit/nncf/src/nncf/common/deprecation.py aad730edbb0a232f unverified Apache-2.0 (permissive)
Crocoddyl: An Efficient and Versatile Framework for Multi-Contact Optimal Control 2019-09 (from id) loco-3d/crocoddyl/bindings/python/crocoddyl/deprecated.py ebbdc9b24c69b28b unverified BSD-3-Clause (permissive)
Optuna: A Next-generation Hyperparameter Optimization Framework 25 Jul 2019 crcrpar/benchmark-runner-ci/optuna/_deprecated.py e0f487fc31fe6108 unverified MIT (permissive)
Optuna: A Next-generation Hyperparameter Optimization Framework 25 Jul 2019 himkt/optuna-test-rtds/optuna/_deprecated.py a4522433f0feab75 unverified MIT (permissive)
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection 23 Jul 2019 yekeren/Cap2Det/core/utils.py 9f0bf8e77b1abe07 unverified Apache-2.0 (permissive)
emcee: The MCMC Hammer 2012-02 (from id) dfm/emcee/src/emcee/utils.py 87b482abfc07970e unverified MIT (permissive)
MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics 19 Sep 2008 Joshuaalbert/jaxns/src/jaxns/warnings.py ef0473308b02e671 unverified Apache-2.0 (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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