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 (8 months ago)

Commits 25 (last one 3 months ago)

Stargazers 145 (1 this week)

Watchers 3 (0 this week)

Forks 21

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RepositoryStats indexes 595,890 repositories, of these emadeldeen24/TSLANet is ranked #227,571 (62nd percentile) for total stargazers, and #427,521 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #41,456/119,419.

emadeldeen24/TSLANet is also tagged with popular topics, for these it's ranked: transformer (#486/1018), time-series (#328/672), cnn (#237/556), convolutional-neural-networks (#271/549), classification (#239/543), anomaly-detection (#141/336), forecasting (#97/190)

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

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

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updated: 2024-12-17 @ 10:25pm, id: 785590919 / R_kgDOLtMqhw