emadeldeen24 / TSLANet

[ICML 2024] A novel, efficient approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks

Date Created 2024-04-12 (7 months ago)

Commits 25 (last one 2 months ago)

Stargazers 133 (2 this week)

Watchers 3 (0 this week)

Forks 21

License mit

Ranking

RepositoryStats indexes 584,353 repositories, of these emadeldeen24/TSLANet is ranked #240,140 (59th percentile) for total stargazers, and #422,423 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #43,722/116,326.

emadeldeen24/TSLANet is also tagged with popular topics, for these it's ranked: transformer (#503/1000), time-series (#334/658), cnn (#250/544), classification (#252/540), convolutional-neural-networks (#281/540), anomaly-detection (#144/328), forecasting (#99/190)

Other Information

emadeldeen24/TSLANet has Github issues enabled, there are 5 open issues and 6 closed issues.

Homepage URL: https://arxiv.org/abs/2404.08472

All Topics

cnn masking forecasting time-series transformer unified-model classification anomaly-detection foundation-models frequency-analysis representation-learning convolutional-neural-networks

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

25 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The primary language is Python but there's also others...

updated: 2024-11-21 @ 10:40am, id: 785590919 / R_kgDOLtMqhw