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Add TCN (Temporal Convolutional Network) #466

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WenjieDu opened this issue Jul 20, 2024 · 0 comments
Closed
1 task done

Add TCN (Temporal Convolutional Network) #466

WenjieDu opened this issue Jul 20, 2024 · 0 comments
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enhancement New feature or request new algo Proposing to add a new model/algorithm

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@WenjieDu
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WenjieDu commented Jul 20, 2024

1. Model description

TCN should be included in PyPOTS, and could start from the imputation task.

This is also related to #399 proposing to add ModernTCN into PyPOTS.

@article{bai2018tcn,
title={An empirical evaluation of generic convolutional and recurrent networks for sequence modeling},
author={Bai, Shaojie and Kolter, J Zico and Koltun, Vladlen},
journal={arXiv preprint arXiv:1803.01271},
year={2018}
}

2. Check open-source status

  • The model implementation is publicly available

3. Provide useful information for the implementation

https://github.com/locuslab/TCN

@WenjieDu WenjieDu added enhancement New feature or request new algo Proposing to add a new model/algorithm labels Jul 20, 2024
@WenjieDu WenjieDu self-assigned this Jul 20, 2024
This was referenced Jul 20, 2024
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Labels
enhancement New feature or request new algo Proposing to add a new model/algorithm
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