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get_n_params

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

get_n_params appears in the code Syntology harvested for 21 papers, as 9 distinct code bodies found in 21 places (a place is one code body under one paper). At least one of them ran in 19 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 get_n_params 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 9 distinct code bodies named get_n_params; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 8 of the 21 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

21 papers shown of 21, newest first; 21 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; 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
Boomerang Distillation Enables Zero-Shot Model Size Interpolation added by Syntology 2025-10 (from id) dcml-lab/boomerang-distillation/evaluate/evaluate.py 1356fcd295b3f499 ran · our draft was wrong Apache-2.0 (permissive)
Explicit and Implicit Data Augmentation for Social Event Detection added by Syntology 2025-09 (from id) congboma/SED-Aug/code/utils.py 608920c78f1ae5e9 ran · honoured contract no licence file found · pointer only
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies 8 May 2024 ldkong1205/openess/training/openess_trainer.py c6acd3e400fc2676 ran no licence file found · pointer only
Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients 26 Mar 2024 zzhustc2016/raremed/src/Baselines/main_GBert.py c6acd3e400fc2676 ran MIT (permissive)
Subgraph Pooling: Tackling Negative Transfer on Graphs 14 Feb 2024 zehong-wang/subgraph-pooling/utils.py daf55c979a3ffd35 ran no licence file found · pointer only
PINNsFormer: A Transformer-Based Framework For Physics-Informed Neural Networks 21 Jul 2023 adityalab/pinnsformer/util.py 608920c78f1ae5e9 ran · honoured contract no licence file found · pointer only
Scalable Neural Video Representations with Learnable Positional Features 13 Oct 2022 subin-kim-cv/NVP/utils.py c6acd3e400fc2676 ran MIT (permissive)
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention 28 Dec 2021 qwopqwop200/pale-transformer-pytorch/pale-transformer.py 608920c78f1ae5e9 ran · honoured contract MIT (permissive)
Exploring Event-driven Dynamic Context for Accident Scene Segmentation 9 Dec 2021 jamycheung/ISSAFE/models/util.py 037457850adbc22c ran Apache-2.0 (permissive)
SCR: Training Graph Neural Networks with Consistency Regularization 8 Dec 2021 identical code first harvested elsewhere 608920c78f1ae5e9 ran · honoured contract licence of this copy not recorded
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction 29 Oct 2021 elichienxD/SAGN_with_SLE/src/utils.py c6acd3e400fc2676 ran MIT (permissive)
Scalable and Adaptive Graph Neural Networks with Self-Label-Enhanced training 19 Apr 2021 skepsun/SAGN_with_SLE/src/utils.py c6acd3e400fc2676 ran MIT (permissive)
A Tunable Robust Pruning Framework Through Dynamic Network Rewiring of DNNs 3 Nov 2020 ksouvik52/DNR_ASP_DAC2021/ResNet.py a22b58c406e78fd3 ran · honoured contract no licence file found · pointer only
Generating Radiology Reports via Memory-driven Transformer 30 Oct 2020 jbdel/vilmedic/vilmedic/models/rrg/RRG.py 2ce55e4c4a74c7fe ran · our draft was wrong MIT (permissive)
MakeItTalk: Speaker-Aware Talking-Head Animation 27 Apr 2020 identical code first harvested elsewhere 608920c78f1ae5e9 ran · honoured contract licence of this copy not recorded
Heterogeneous Graph Transformer 3 Mar 2020 acbull/pyHGT/ogbn-mag/pyHGT/utils.py c6acd3e400fc2676 ran MIT (permissive)
Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting 19 Dec 2019 LiamMaclean216/Any-Coin-TFN/utils.py 608920c78f1ae5e9 ran · honoured contract no licence file found · pointer only
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs 5 Nov 2018 PurdueMINDS/JanossyPooling/graphsage/training_utils.py 8e91eb6a11cec259 unverified Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 anton-bushuiev/ppiformer/ppiformer/utils/torch.py c3c2cfe92ff4533d unverified MIT (permissive)
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination 6 Sep 2018 sjy1203/GAMENet/code/util.py c6acd3e400fc2676 ran MIT (permissive)
arXiv:2025.naacl-long.65 Zehong-Wang/TANS/TANS/train/utils/utils.py daf55c979a3ffd35 ran 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".

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