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get_classifier

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

get_classifier appears in the code Syntology harvested for 16 papers, as 15 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 4 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_classifier 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 4 of the 15 distinct code bodies named get_classifier; 11 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
4ran
11unverified
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 1 papers added by Syntology; 3 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
Manifold-Aligned Guided Integrated Gradients for Reliable Feature Attribution added by Syntology 2026-05 (from id) leekwoon/ma-gig/cleanig/classifier/utils.py b82506d701961b39 ran MIT (permissive)
SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution 9 Jan 2025 jorge-martinez-gil/graphcodebert-feature-integration/src/featfuse/experiment.py 306fd49af7f42a7e unverified MIT (permissive)
Diffusion Twigs with Loop Guidance for Conditional Graph Generation 31 Oct 2024 aalto-quml/diffusion_twigs/cond_gen/model.py 5c23bdb7b2567c43 unverified MIT (permissive)
Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention 9 Oct 2024 LUMIA-Group/Cluster-wise-Graph-Transformer/Cluster_GT_N2C_L.py 97e6235979044fb2 ran no licence file found · pointer only
Stabilized Proximal-Point Methods for Federated Optimization 9 Jul 2024 mlolab/s-dane/src/base_classifier.py 759293e202b468dd ran no licence file found · pointer only
Feedback-guided Data Synthesis for Imbalanced Classification 29 Sep 2023 facebookresearch/feedback-guided-data-synthesis/utils_gen.py 5f8c4b3fc2498b7a unverified licence not identified · pointer only
CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking 31 Jul 2023 dr-bell/crossl/src/evaluation/classifier.py 52ddac84b5418461 unverified BSD-3-Clause-Clear · pointer only
Locally Adaptive Federated Learning 12 Jul 2023 IssamLaradji/sps/src/base_classifiers.py a5848be464d3178c unverified no licence file found · pointer only
Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces 22 Jun 2023 koushiksrivats/face_attribute_attack/image_as_reference.py dd91635c995516a5 unverified no licence file found · pointer only
Learning Debiased Classifier with Biased Committee 22 Jun 2022 nayeong-v-kim/lwbc/LWBC/utils.py ddba6a6202534e39 unverified MIT (permissive)
Detecting Anomalies in Semantic Segmentation with Prototypes 1 Jun 2021 DarioFontanel/PAnS/modules/classifier.py 2b60e0a0000bc62a unverified MIT (permissive)
An Empirical Study on the Intrinsic Privacy of SGD 5 Dec 2019 microsoft/intrinsic-private-sgd/aDPSGD/attacks.py a8aefe19dea792d8 unverified MIT (permissive)
Unsupervised Domain Adaptation by Backpropagation 26 Sep 2014 chenkang121/DANN/DANN_minit_to_mnist_m.py d968cbdfc4dbc680 ran no licence file found · pointer only
arXiv:ijcai2025_0872 HongxinXiang/EDG/EDG-for-VisNet/visnet_for_EDG/distillation_utils.py 593f351c6adc0616 unverified MIT (permissive)
arXiv:ijcai2024_0675 HongxinXiang/IEM/model/model_utils.py 593f351c6adc0616 unverified MIT (permissive)
arXiv:aaai_26741 lygjwy/READ/models/utils.py ba1f61f13be189e5 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