Home › Code › cal_acc

cal_acc

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

cal_acc appears in the code Syntology harvested for 10 papers, as 11 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 5 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 cal_acc 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 6 of the 11 distinct code bodies named cal_acc; 5 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
1ran · fixture could not drive it
3ran
5unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 11 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; 11 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. 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
MU-SHOT-Fi: Self-Supervised Multi-User Wi-Fi Sensing with Source-free Unsupervised Domain Adaptation added by Syntology 2026-05 (from id) AhmedRadwan02/mu-shot-fi/WiDAR/SHOT/uda_widar.py f0a06f57198b0601 ran no licence file found · pointer only
MU-SHOT-Fi: Self-Supervised Multi-User Wi-Fi Sensing with Source-free Unsupervised Domain Adaptation added by Syntology 2026-05 (from id) AhmedRadwan02/mu-shot-fi/WiMANS/SHOT/uda_wimans.py fdb2ddfee9ce35ae ran no licence file found · pointer only
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training 25 Nov 2024 biclab/spike-driven-transformer-v3/SDT_V3/Classification/Model_Base/engine_finetune.py 57f12d460f0917e9 unverified no licence file found · pointer only
Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence 26 Jul 2024 lyumengyao/lftl/mining/contrastive_sampling.py e5b1dfbb42d000c2 ran · our draft was wrong fingerprinted no licence file found · pointer only
SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation 16 Mar 2024 shinyflight/sfda2/tar_adaptation.py d6d96524f26e5205 ran · fixture could not drive it licence not identified · pointer only
Benchmarking LLMs via Uncertainty Quantification 23 Jan 2024 smartyfh/llm-uncertainty-bench/uncertainty_quantification_via_cp.py 1a38d8124050f460 ran MIT (permissive)
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation 3 Feb 2023 Pengchengpcx/Class-overwhelms-Mutual-Conditional-Blended-Target-Domain-Adaptation/models/evaluation.py 96d1a27e3ffdf6f9 unverified MIT (permissive)
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning 12 Nov 2022 zyezhang/dac/VisDA/target.py bd79f7cd617a9c3c unverified GPL-3.0 (copyleft) · pointer only
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation 9 May 2022 Albert0147/AaD_SFDA/tar_adaptation.py d1a7084d06a46573 unverified no licence file found · pointer only
Graph-Based Social Relation Reasoning 15 Jul 2020 Li-Wanhua/GR2N/GRRN/SR_train.py 92213c8608122436 ran · our draft was wrong no licence file found · pointer only
Capacity, Bandwidth, and Compositionality in Emergent Language Learning 24 Oct 2019 backpropper/cbc-emecom/utils.py 044cf2a3ac20b2b7 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