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 (about a month ago)

Commits 21 (last one 11 days ago)

Stargazers 42 (2 this week)

Watchers 5 (0 this week)

Forks 6

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RepositoryStats indexes 523,840 repositories, of these emadeldeen24/TSLANet is ranked #460,021 (12th percentile) for total stargazers, and #314,188 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #86,253/100,813.

emadeldeen24/TSLANet is also tagged with popular topics, for these it's ranked: transformer (#783/896), time-series (#534/587), convolutional-neural-networks (#473/504), cnn (#452/498), classification (#445/498), anomaly-detection (#249/282), forecasting (#155/170)

Other Information

emadeldeen24/TSLANet has Github issues enabled, there is 1 open issue and 1 closed issue.

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

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updated: 2024-05-30 @ 04:42pm, id: 785590919 / R_kgDOLtMqhw