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make_functional

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

make_functional appears in the code Syntology harvested for 10 papers, as 5 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 10 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 make_functional 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 5 distinct code bodies named make_functional; 0 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
0ran · fixture could not drive it
3ran
0unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 10 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

10 papers shown of 10, newest first; 10 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. 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
SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task Learning with Deep Representation Surgery 18 Oct 2024 EnnengYang/SurgeryV2/src/merging_model.py 8adbe30621fbeb18 ran · our draft was wrong no licence file found · pointer only
Influence-based Attributions can be Manipulated 8 Sep 2024 infinite-pursuits/influence-based-attributions-can-be-manipulated/downstream_multiclass/pytorch_influence_functions/influence_functions/utils.py 194db402fdfd8a1d ran · our draft was wrong no licence file found · pointer only
BadMerging: Backdoor Attacks Against Model Merging 14 Aug 2024 jzhang538/badmerging/src/main_adamerging_badmergingoff.py 8adbe30621fbeb18 ran · our draft was wrong no licence file found · pointer only
Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic 9 Jul 2024 kyrie-23/task_arithmetic_tangent/src/main_task_wise_adamerging.py 8adbe30621fbeb18 ran · our draft was wrong MIT (permissive)
Improved Generalization of Weight Space Networks via Augmentations 6 Feb 2024 avivsham/deep-weight-space-augmentations/models/relation_transformer/probe_features.py d1d584930ebaf49f ran MIT (permissive)
Representation Surgery for Multi-Task Model Merging 5 Feb 2024 ennengyang/representationsurgery/src/merging_model.py 8adbe30621fbeb18 ran · our draft was wrong MIT (permissive)
Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion 11 Dec 2023 tanganke/subspace_fusion/src/adamerging.py 64e4ae217b73cdfa ran no licence file found · pointer only
Learning Human Action Recognition Representations Without Real Humans 10 Nov 2023 howardzh01/PPMA/code/omnivision/model/model_wrappers.py b43c65d053fdd761 ran licence not identified · pointer only
AdaMerging: Adaptive Model Merging for Multi-Task Learning 4 Oct 2023 EnnengYang/AdaMerging/src/main_task_wise_adamerging.py 8adbe30621fbeb18 ran · our draft was wrong MIT (permissive)
On Sample Based Explanation Methods for NLP:Efficiency, Faithfulness, and Semantic Evaluation 9 Jun 2021 IBM/TracInF/code/pif/influence_functions/hvp_grad.py 194db402fdfd8a1d ran · our draft was wrong Apache-2.0 (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