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listify

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

listify appears in the code Syntology harvested for 14 papers, as 11 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 6 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 listify 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 6 of the 11 distinct code bodies named listify; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
1ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
2ran
5unverified
6fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 15 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

14 papers shown of 14, newest first; 15 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 2 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
Generating Concept Lexicalizations via Dictionary-Based Cross-Lingual Sense Projection added by Syntology 2026-04 (from id) UAlberta-NLP/ExpandNet/expandnet_step3_project.py ce93040de3d6262b ran · violated contract fingerprinted no licence file found · pointer only
Sven: Singular Value Descent as a Computationally Efficient Natural Gradient Method added by Syntology 2026-04 (from id) sambt/sven-experiments/experiments/experiment_code/experiment_utils.py 876b02ceac0670c7 unverified no licence file found · pointer only
Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing 16 Jun 2025 beam-labs/denovo/ContraNovo/denovo/db_index.py 145ed062058f289a unverified MIT (permissive)
A is for Absorption: Studying Feature Splitting and Absorption in Sparse Autoencoders 22 Sep 2024 lasr-spelling/sae-spelling/sae_spelling/util.py 4ea90f6ac63c39b8 ran fingerprinted MIT (permissive)
TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation 13 Jul 2024 LittlePey/TASeg/pcseg/optim/fastai_optim.py 03cf34a5c88c655f ran fingerprinted Apache-2.0 (permissive)
Transformer-based de novo peptide sequencing for data-independent acquisition mass spectrometry 17 Feb 2024 biocomputing-research-group/diatrans/depthcharge/utils.py 145ed062058f289a unverified no licence file found · pointer only
ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing 18 Dec 2023 beam-labs/contranovo/ContraNovo/utils2.py 145ed062058f289a unverified no licence file found · pointer only
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg Codebase 11 Sep 2023 PJLab-ADG/PCSeg/pcseg/optim/fastai_optim.py 03cf34a5c88c655f ran fingerprinted no licence file found · pointer only
Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation 17 Aug 2021 csyxwei/orojar/biggan_discovery/orojar.py 47b42795fd222ceb ran · honoured contract fingerprinted BSD-2-Clause (permissive)
3DB: A Framework for Debugging Computer Vision Models 7 Jun 2021 3db/3db/make_unit_tests.py 83f9d49d58489326 unverified MIT (permissive)
Discover the Unknown Biased Attribute of an Image Classifier 29 Apr 2021 zhihengli-UR/discover_unknown_biases/models/hessian_penalty.py 47b42795fd222ceb ran · honoured contract fingerprinted no licence file found · pointer only
CodeBERT: A Pre-Trained Model for Programming and Natural Languages 19 Feb 2020 peri-source/peri/peri/logger.py f35d31e49f765f57 unverified MIT (permissive)
CodeBERT: A Pre-Trained Model for Programming and Natural Languages 19 Feb 2020 peri-source/peri/peri/util.py 37d657d7803f8bb4 unverified MIT (permissive)
Improved Regularization of Convolutional Neural Networks with Cutout 15 Aug 2017 lnstadrum/fastaugment/tensorflow/fast_augment.py f66d6a0103a637b1 ran · honoured contract fingerprinted MIT (permissive)
Learning Combinatorial Optimization Algorithms over Graphs 5 Apr 2017 sadhikamalladi/RL-Coloring/runner.py 9dceb7338c91e2ea ran · our draft was wrong fingerprinted 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