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mean_pool

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

mean_pool appears in the code Syntology harvested for 13 papers, as 9 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 9 of the papers; 5 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 mean_pool 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 5 of the 9 distinct code bodies named mean_pool; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
2ran · fixture could not drive it
1ran
4unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 6 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, and the graph's for 4 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
Beyond Scale and Generation: Understanding Language Model-based Entity Matching added by Syntology 2026-07 (from id) Jantory/llm-trained-matcher/profile_throughput.py c727d0ba64315108 ran fingerprinted no licence file found · pointer only
ARMOR: Adaptive Retriever Optimization for Low-Resource Telecom Question Answering added by Syntology 2026-06 (from id) heshandevaka/ARMOR/retriever_training/train_armor.py 53d65b0319c42e89 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Exhaustive Circuit Mapping of a Single-Cell Foundation Model Reveals Massive Redundancy, Heavy-Tailed Hub Architecture, and Layer-Dependent Differentiation Control added by Syntology 2026-03 (from id) Biodyn-AI/sae-biological-map/src/revision/p2_steering.py e39b2842a3fb120c unverified MIT (permissive)
ProofBridge: Auto-Formalization of Natural Language Proofs in Lean via Joint Embeddings added by Syntology 2025-10 (from id) PrithwishJana/ProofBridge/joint_embedding/step3_train.py e9cd974b45583cac ran · fixture could not drive it fingerprinted MIT (permissive)
Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis 17 Mar 2024 wdttt/LocoTrans/model_equi.py 19b639ea820e6dbc ran · our draft was wrong fingerprinted no licence file found · pointer only
Social Physics Informed Diffusion Model for Crowd Simulation 8 Feb 2024 tsinghua-fib-lab/SPDiff/models/vnns.py 19b639ea820e6dbc ran · our draft was wrong fingerprinted no licence file found · pointer only
LESS: Selecting Influential Data for Targeted Instruction Tuning 6 Feb 2024 hamishivi/automated-instruction-selection/minimal_multitask/compute_influence_ccds_embedding.py 2f322da1192bcee1 ran · fixture could not drive it fingerprinted no licence file found · pointer only
H-NeXt: The next step towards roto-translation invariant networks 2 Nov 2023 karellat/h-next/h-next/hnets/hnet_lite.py 2936fbbe2fcc296b unverified GPL-3.0 (copyleft) · pointer only
Leveraging SE(3) Equivariance for Learning 3D Geometric Shape Assembly 13 Sep 2023 crtie/leveraging-se-3-equivariance-for-learning-3d-geometric-shape-assembly/NSM/shape_assembly/models/encoder/vn_layers.py 19b639ea820e6dbc ran · our draft was wrong fingerprinted no licence file found · pointer only
TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis 26 Nov 2022 pavlo-melnyk/tetrasphere/tetrasphere/models/vnn.py 19b639ea820e6dbc ran · our draft was wrong fingerprinted MIT (permissive)
Evaluating Protein Transfer Learning with TAPE 19 Jun 2019 googleinterns/protein-embedding-retrieval/contextual_lenses/contextual_lenses.py 3ac8c389a631fc4b unverified Apache-2.0 (permissive)
An efficient framework for learning sentence representations 7 Mar 2018 google/embedding-tests/inversion_use.py 69c3a9f159d38fe2 unverified Apache-2.0 (permissive)
arXiv:Ao_BUFFER_Balancing_Accuracy_Efficiency_and_Generalizability_in_Point_Cloud_Registration_CVPR_2023_paper aosheng1996/BUFFER/models/vn_layers.py 19b639ea820e6dbc ran · our draft was wrong fingerprinted 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