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initialize

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

initialize appears in the code Syntology harvested for 15 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 8 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 initialize 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 8 of the 15 distinct code bodies named initialize; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
1ran · fixture could not drive it
4ran
7unverified
2fingerprinted

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

15 papers shown of 15, 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 1 papers added by Syntology; 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
Thinned Mean Field Langevin Dynamics added by Syntology 2026-05 (from id) hudsonchen/thinned_mfld/mfld.py e21f350ed6711088 ran no licence file found · pointer only
Adaptive Temperature Scaling with Conformal Prediction 21 May 2025 stat-ml/conformal_probability_calibration/caliblab/calibrators/conformal_mass_threshold_calibrator.py d2b24a216f25f25e ran · fixture could not drive it no licence file found · pointer only
EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration 20 Jun 2024 yewzz/EAGER/EAGER/lib/KmeansTree.py 74f85d8cb945ff78 ran fingerprinted no licence file found · pointer only
Relational Prompt-based Pre-trained Language Models for Social Event Detection 12 Apr 2024 ringbdstack/rplm_sed/RPLM-SED/train_long_tail.py 0f878351833b89e4 ran · our draft was wrong no licence file found · pointer only
Parametric Encoding with Attention and Convolution Mitigate Spectral Bias of Neural Partial Differential Equation Solvers 22 Mar 2024 Bostanabad-Research-Group/pgcan/utils/initialize.py cae7163469ee3f73 ran MIT (permissive)
CONVERT:Contrastive Graph Clustering with Reliable Augmentation 17 Aug 2023 xihongyang1999/convert/kmeans.py 6b7db7b464a07b6b ran fingerprinted no licence file found · pointer only
The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation 14 Aug 2023 xuuhuang/lost_in_the_src/automqm/llm_ppl.py 5d2cdb987c833aa0 unverified MIT (permissive)
Adversarial Feature Map Pruning for Backdoor 21 Jul 2023 ase2023paper/fmt/defense/feature.py ee4996a2c442fcea ran · our draft was wrong licence not identified · pointer only
BiFeat: Supercharge GNN Training via Graph Feature Quantization 29 Jul 2022 bifeat/bifeat/kmeans.py 4de6199ad1c0d772 unverified MIT (permissive)
A Unified Model for Multi-class Anomaly Detection 8 Jun 2022 zhiyuanyou/uniad/models/reconstructions/uniad.py 9599fed324e3b1f2 unverified Apache-2.0 (permissive)
Infinite Recommendation Networks: A Data-Centric Approach 3 Jun 2022 noveens/distill_cf/distill.py ba82c8f5022469d4 ran · our draft was wrong MIT (permissive)
Neural Methods for Point-wise Dependency Estimation 9 Jun 2020 yaohungt/Pointwise_Dependency_Neural_Estimation/RepreLearn_Deep/mixed_precision.py 68d2b5229235b340 unverified MIT (permissive)
Improved Baselines with Momentum Contrastive Learning 9 Mar 2020 lavoiems/SADt/src/common/initialize.py 5f912135342a1eac unverified MIT (permissive)
Meta-Learning with Warped Gradient Descent 30 Aug 2019 flennerhag/warpgrad/src/maze_navigation/maze.py 96ac1c28c4f7fb11 unverified Apache-2.0 (permissive)
arXiv:openreview_LMrsqvShfy gift-novellab/InfoGlobe/InfoGlobe/utils.py 6748dc5545b321f4 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