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sample_vectors

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

sample_vectors appears in the code Syntology harvested for 15 papers, as 5 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 15 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 sample_vectors 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 sample_vectors; 0 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
3ran · fixture could not drive it
2ran
0unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 15 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

15 papers shown of 15, newest first; 15 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; 2 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
TTS-PRISM: A Perceptual Reasoning and Interpretable Speech Model for Fine-Grained Diagnosis added by Syntology 2026-04 (from id) xiaomi-research/tts-prism/models/mimo_audio_tokenizer/quantization.py 1f512cf5b731fcaa ran fingerprinted Apache-2.0 (permissive)
arXiv:2506.21803 2025-06 (from id) HKU-MedAI/MELP/src/melp/backbone/norm_ema_quantizer.py ada1d74afbd92171 ran · fixture could not drive it fingerprinted MIT (permissive)
NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals 27 Aug 2024 935963004/neurolm/model/norm_ema_quantizer.py ada1d74afbd92171 ran · fixture could not drive it fingerprinted MIT (permissive)
Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation 7 Jul 2024 open-mmlab/Amphion/models/codec/amphion_codec/quantize/vector_quantize.py ada1d74afbd92171 ran · fixture could not drive it fingerprinted MIT (permissive)
Video Occupancy Models 25 Jun 2024 manantomar/video-occupancy-models/dino/norm_ema_quantizer.py ada1d74afbd92171 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI 29 May 2024 935963004/labram/norm_ema_quantizer.py ada1d74afbd92171 ran · fixture could not drive it fingerprinted MIT (permissive)
HILCodec: High-Fidelity and Lightweight Neural Audio Codec 8 May 2024 aask1357/hilcodec/models/hilcodec/vector_quantize.py 01c3ffb2465073f7 ran fingerprinted MIT (permissive)
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS 28 Nov 2023 VITA-Group/LightGaussian/vectree/vectree.py 0fb2b35fef53b5da ran · fixture could not drive it fingerprinted licence not identified · pointer only
Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation 28 Sep 2023 guyyariv/TempoTokens/modules/beats/quantizer.py ada1d74afbd92171 ran · fixture could not drive it fingerprinted MIT (permissive)
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models 31 Aug 2023 ZhangXInFD/SpeechTokenizer/speechtokenizer/quantization/core_vq.py 09f10cd96592b37d ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs 4 Aug 2023 yangling0818/vqgraph/vq.py ada1d74afbd92171 ran · fixture could not drive it fingerprinted no licence file found · pointer only
High-Fidelity Audio Compression with Improved RVQGAN 11 Jun 2023 zhangxinfd/speechtokenizer/speechtokenizer/model.py 09f10cd96592b37d ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation 22 May 2023 guyyariv/AudioToken/modules/BEATs/quantizer.py ada1d74afbd92171 ran · fixture could not drive it fingerprinted MIT (permissive)
BEATs: Audio Pre-Training with Acoustic Tokenizers 18 Dec 2022 phuriches/genrepasd/beats/quantizer.py ada1d74afbd92171 ran · fixture could not drive it fingerprinted MIT (permissive)
arXiv:Liu_EEGMirror_Leveraging_EEG_Data_in_the_Wild_via_Montage-Agnostic_Self-Supervision_ICCV_2025_paper XuanhaoLiu/EEGMirror/eegmirror/quantizer.py ada1d74afbd92171 ran · fixture could not drive it fingerprinted 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