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compute

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

compute appears in the code Syntology harvested for 13 papers, as 15 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 2 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 compute 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 15 distinct code bodies named compute; 8 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
2ran · fixture could not drive it
4ran
8unverified
2fingerprinted

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

13 papers shown of 13, 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 5 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
SG2Loc: Sequential Visual Localization on 3D Scene Graphs added by Syntology 2026-06 (from id) DmblnNicole/sg2loc/sg2loc/evaluation/pose_metrics.py eb536fd3421b6015 ran no licence file found · pointer only
Online Generalised Predictive Coding added by Syntology 2026-05 (from id) MLDawn/ODEM/functions/lambda_to_precision.py a51f4d96306a48fd ran AGPL-3.0 (copyleft) · pointer only
Online Generalised Predictive Coding added by Syntology 2026-05 (from id) MLDawn/ODEM/functions/compute_Jacobian.py ad40a1a8b6cbc9ce unverified AGPL-3.0 (copyleft) · pointer only
Distilling Lightweight Domain Experts from Large ML Models by Identifying Relevant Subspaces added by Syntology 2026-01 (from id) p16i/subdistill/xaikd/jacobian.py 0b7310099b8bbd1b unverified no licence file found · pointer only
LOTA: Bit-Planes Guided AI-Generated Image Detection added by Syntology 2025-10 (from id) hongsong-wang/LOTA/bit_patch.py 14bcf83a645b5b40 ran · fixture could not drive it fingerprinted MIT (permissive)
Object-Centric Representation Learning for Enhanced 3D Semantic Scene Graph Prediction added by Syntology 2025-10 (from id) VisualScienceLab-KHU/OCRL-3DSSG-Codes/data_processing/compute_weight_occurrences.py 72485f52d0f05d21 unverified no licence file found · pointer only
Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions 27 Jun 2024 lpercc/ha3d_simulator/human-viewpoint_annotation/GUI.py da343e316b1e1233 ran no licence file found · pointer only
A Single Simple Patch is All You Need for AI-generated Image Detection 2 Feb 2024 bcmi/SSP-AI-Generated-Image-Detection/utils/patch.py 981b7b1273758511 ran MIT (permissive)
Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models 30 Jan 2024 waltonfuture/Diff-eRank/utils/diff_erank_single_sentence.py 39f68f78aa11f9b5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models 30 Jan 2024 kwanwaichung/mt-eval/utils/bleu.py 7661d3caced944b7 unverified MIT (permissive)
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem 21 Oct 2022 zwq2018/multi-view-consistency-for-mwp/src/eval/utils.py 6cca9d6a936ecfcc unverified MIT (permissive)
Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic 18 Sep 2021 manga-uofa/epr/main_finetune_epr.py 9942fd5b531ac7ea ran · fixture could not drive it no licence file found · pointer only
SKIing on Simplices: Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes 12 Jun 2021 activatedgeek/simplex-gp/experiments/mvm_err.py 621e361c396ba3b5 unverified Apache-2.0 (permissive)
Densely Connected Convolutional Networks 25 Aug 2016 GeoTrouvetout/Vehicle_ReID/vehicle_reid/latent_representation.py 408652244f294883 unverified MIT (permissive)
Densely Connected Convolutional Networks 25 Aug 2016 GeoTrouvetout/Vehicle_ReID/vehicle_reid/performance.py 4fb9f8b3cf01ab1a 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".

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