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to_sparse

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

to_sparse appears in the code Syntology harvested for 13 papers, as 8 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 5 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 to_sparse 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 8 distinct code bodies named to_sparse; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 4 of the 13 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

13 papers shown of 13, newest first; 13 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; 1 papers have no page here and are shown by arXiv id only. 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
FantasyID: Face Knowledge Enhanced ID-Preserving Video Generation 2025-02 (from id) Fantasy-AMAP/fantasy-id/models/vertex_encode.py 56a78bc81ef23be7 unverified Apache-2.0 (permissive)
arXiv:2412.00507 2024-12 (from id) LLNL/DD-NM-ROM/dd_nm_rom/backend.py 2807f2037cd9103c unverified MIT (permissive)
Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention 9 Oct 2024 LUMIA-Group/Cluster-wise-Graph-Transformer/graph_partition.py 8039d4f24f678f0b ran · honoured contract no licence file found · pointer only
Graph Convolutions Enrich the Self-Attention in Transformers! 7 Dec 2023 XiaoxinHe/Graph-ViT-MLPMixer/core/transform.py 8039d4f24f678f0b ran · honoured contract MIT (permissive)
Graph-level Representation Learning with Joint-Embedding Predictive Architectures 27 Sep 2023 geriskenderi/graph-jepa/core/transform.py 8039d4f24f678f0b ran · honoured contract MIT (permissive)
A Practical, Progressively-Expressive GNN 18 Oct 2022 LingxiaoShawn/KCSetGNN/core/transform.py 8039d4f24f678f0b ran · honoured contract MIT (permissive)
Learning to be a Statistician: Learned Estimator for Number of Distinct Values 6 Feb 2022 wurenzhi/learned_ndv_estimator/src/estndv/estimate.py ae677aa29e91ed69 ran · fixture could not drive it fingerprinted MIT (permissive)
From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness 7 Oct 2021 GNNAsKernel/GNNAsKernel/core/transform.py f930a8015a340687 unverified MIT (permissive)
Hierarchical Deep Learning of Multiscale Differential Equation Time-Steppers 22 Aug 2020 luckystarufo/multiscale_HiTS/src/esn.py bd1a2aeb7b63da7b unverified MIT (permissive)
CLOSURE: Assessing Systematic Generalization of CLEVR Models 12 Dec 2019 raeidsaqur/mgn/mgn/models/graph_matcher.py 2bf75d6c18b35a77 unverified MIT (permissive)
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs 21 Mar 2018 identical code first harvested elsewhere 6b6e39f4d8304640 unverified licence of this copy not recorded
Synthesized Classifiers for Zero-Shot Learning 2 Mar 2016 ruotianluo/zsl-gcn-pth/src/gcn/train_gcn.py 6b6e39f4d8304640 unverified no licence file found · pointer only
Zero-Shot Learning by Convex Combination of Semantic Embeddings 19 Dec 2013 identical code first harvested elsewhere 6b6e39f4d8304640 unverified licence of this copy not recorded

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