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get_imports

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

get_imports appears in the code Syntology harvested for 16 papers, as 7 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 12 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_imports 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 3 of the 7 distinct code bodies named get_imports; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 7 of the 16 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

16 papers shown of 16, newest first; 16 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 3 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
CORE: Conflict-Oriented Reasoning for General Multimodal Manipulation Detection added by Syntology 2026-06 (from id) shen8424/CORE/libs/transformers/dynamic_module_utils.py fd6301ff8929a985 ran no licence file found · pointer only
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models added by Syntology 2026-05 (from id) JD-GenX/Uni-AdGen/Personalize/transformers/dynamic_module_utils.py 1adcf2d05b2faed1 ran no licence file found · pointer only
DSCD: Large Language Model Detoxification with Self-Constrained Decoding added by Syntology 2025-10 (from id) ZHANGJINKUI/DSCD/transformers/dynamic_module_utils.py 1adcf2d05b2faed1 ran MIT (permissive)
Cautious Next Token Prediction 3 Jul 2025 wyzjack/CNTP/custom_transformers_packages/gsm8k_strategyqa/transformers/dynamic_module_utils.py 1adcf2d05b2faed1 ran MIT (permissive)
CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models 25 May 2025 wangqinsi1/2025-ICML-CoreMatching/transformers/dynamic_module_utils.py 1adcf2d05b2faed1 ran Apache-2.0 (permissive)
Distilling LLM Agent into Small Models with Retrieval and Code Tools 23 May 2025 Nardien/agent-distillation/src/smolagents/_function_type_hints_utils.py d95514b00dccdcc3 unverified Apache-2.0 (permissive)
MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks 18 May 2025 huggingface/smolagents/src/smolagents/_function_type_hints_utils.py 058f2cecb716999e unverified Apache-2.0 (permissive)
MuDAF: Long-Context Multi-Document Attention Focusing through Contrastive Learning on Attention Heads 19 Feb 2025 NeosKnight233/MuDAF/transformers/dynamic_module_utils.py a263b94a95ef749c unverified Apache-2.0 (permissive)
GrootVL: Tree Topology is All You Need in State Space Model 4 Jun 2024 easonxiao-888/grootvl/GrootL/transformers/dynamic_module_utils.py 1adcf2d05b2faed1 ran no licence file found · pointer only
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning 30 Apr 2024 clin0212/hydralora/HydraLoRA/transformers/dynamic_module_utils.py ccaa0edba373622c ran no licence file found · pointer only
SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models 20 Mar 2024 ivattyue/SC-Tune/transformers/dynamic_module_utils.py 1adcf2d05b2faed1 ran MIT (permissive)
An Image Is Worth 1000 Lies: Adversarial Transferability across Prompts on Vision-Language Models 14 Mar 2024 Haochen-Luo/CroPA/transformers/dynamic_module_utils.py 1adcf2d05b2faed1 ran no licence file found · pointer only
HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts 20 Feb 2024 bumble666/hypermoe_early_version/gpt-2-moe/transformers/dynamic_module_utils.py ccaa0edba373622c ran Apache-2.0 (permissive)
LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin 15 Dec 2023 ablustrund/loramoe/transformers/dynamic_module_utils.py ccaa0edba373622c ran no licence file found · pointer only
Merging Experts into One: Improving Computational Efficiency of Mixture of Experts 15 Oct 2023 shwai-he/meo/transformers/dynamic_module_utils.py ccaa0edba373622c ran no licence file found · pointer only
TOGA: A Neural Method for Test Oracle Generation 2021-09 (from id) microsoft/toga/eval/aggregate_test_cases.py cb2f381214a3dc43 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