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download_file

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

download_file appears in the code Syntology harvested for 22 papers, as 21 distinct code bodies found in 22 places (a place is one code body under one paper). At least one of them ran in 2 of the papers; 1 of the code bodies carries 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 download_file 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 2 of the 21 distinct code bodies named download_file; 19 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
2ran
19unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 22 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

22 papers shown of 22, newest first; 22 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 6 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
Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation added by Syntology 2026-09 (from id) AMAP-ML/StateAgent/generators/dashscope_task.py b9944ac2d5b4b948 unverified MIT (permissive)
Robustness Cannot be Reduced to Regularization: Studying Adversarial Training Beyond the Linear Case added by Syntology 2026-06 (from id) RobustBench/robustbench/robustbench/zenodo_download.py 5692fc738f6efb70 unverified licence not identified · pointer only
KCSAT-ML: Probing Reasoning Models with Nationwide-Cohort Human Difficulty added by Syntology 2026-06 (from id) naver-ai/KCSAT-ML/src/generator.py 8c4bcc32509a5203 unverified AGPL-3.0 (copyleft) · pointer only
Ψ-Bench: Evaluating Persona-Sensitive Influencing in Persuasive Dialogues added by Syntology 2026-06 (from id) Hanpx20/Psi-Bench/psi_bench/download_data.py e507a30d12534318 ran no licence file found · pointer only
Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking added by Syntology 2026-05 (from id) MIC-DKFZ/LongiSeg/longiseg/model_sharing/model_download.py a60d87902bdba079 unverified Apache-2.0 (permissive)
CC-OCR v2: Fine-Grained Attribution of LMM Failures in Real-World Visual Document Understanding added by Syntology 2026-05 (from id) eioss/CC-OCR-V2/datasets_process/process_funsd.py d18aa3036d3fc5e9 ran fingerprinted MIT (permissive)
Graph Neural Network Surrogates to leverage Mechanistic Expert Knowledge towards Reliable and Immediate Pandemic Response 10 Nov 2024 scicompmod/memilio/pycode/memilio-epidata/memilio/epidata/getDataIntoPandasDataFrame.py 4f08f4d0029b0955 unverified Apache-2.0 (permissive)
Embrace rejection: Kernel matrix approximation by accelerated randomly pivoted Cholesky 4 Oct 2024 eepperly/randomly-pivoted-cholesky/download_data.py 7ac9f0f697d4764d unverified MIT (permissive)
Merlin: A Vision Language Foundation Model for 3D Computed Tomography 10 Jun 2024 stanfordmimi/merlin/merlin/utils/huggingface_download.py d9b7e589764478c3 unverified MIT (permissive)
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors 13 May 2024 liamdugan/raid/raid/utils.py 12cb325ce58c2da8 unverified MIT (permissive)
Future Language Modeling from Temporal Document History 16 Apr 2024 jlab-nlp/future-language-modeling/data_process/data_process.py 49b19d90659d51a6 unverified Apache-2.0 (permissive)
Are We on the Right Way for Evaluating Large Vision-Language Models? 29 Mar 2024 MMStar-Benchmark/MMStar/eval/vlmeval/smp/file.py 180c13ba0cccedee unverified no licence file found · pointer only
Measuring and Controlling Instruction (In)Stability in Language Model Dialogs 13 Feb 2024 likenneth/persona_drift/hundred_system_prompts.py 5730e2e6f045537a unverified no licence file found · pointer only
Benchmarking Distribution Shift in Tabular Data with TableShift 10 Dec 2023 mlfoundations/tableshift/tableshift/core/utils.py bbdf216a1a512106 unverified MIT (permissive)
MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation 25 Mar 2023 mic-dkfz/multitalent/multitalent/model_sharing/model_download.py a60d87902bdba079 unverified Apache-2.0 (permissive)
A framework for benchmarking class-out-of-distribution detection and its application to ImageNet 23 Feb 2023 mdabbah/COOD_benchmarking/download_dummy_dataset.py 42bc76618fad0419 unverified MIT (permissive)
iNLTK: Natural Language Toolkit for Indic Languages 26 Sep 2020 goru001/inltk/inltk/download_assets.py 1d17b0f13465166d unverified MIT (permissive)
GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals 16 Jun 2020 SuperBruceJia/EEG-DL/Download_Raw_EEG_Data/MIND_Get_EDF.py a8cd2d184c87af68 unverified MIT (permissive)
fairseq: A Fast, Extensible Toolkit for Sequence Modeling 1 Apr 2019 guxm2021/MM_ALT/speechbrain/lobes/models/fairseq_wav2vec.py 8cc369a929f16e9a unverified Apache-2.0 (permissive)
Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies 22 Jan 2019 apsarath/NRU/nru_project/task/load_mnist.py cc21f73dafd45cce unverified Apache-2.0 (permissive)
MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes 22 Mar 2016 likelyzhao/peron_attribute/training/common/util.py 3ef479bb5a86e5cc unverified Apache-2.0 (permissive)
arXiv:ijcai2022_0132 woshidandan/TANet/code/AVA/util.py 7ba09772c3e08e23 unverified 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