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donalee avatar

donalee/DTW-Pool

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37 星标·9 分支·TypeScript·GPL-3.0·3 次浏览

DTW Pool

This is the author code of "Learnable Dynamic Temporal Pooling for Time Series Classification" (AAAI 2021). - We employ (and customize) the fast CUDA implementation of soft-dtw (based on pytorch), publicly available at https://github.com/Maghoumi/pytorch-softdtw-cuda. - For more details of…

Features

  • Representation Learning - Learnable dynamic temporal pooling for classification.

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DTW Pool 的开源替代方案

相似的开源项目，按与 DTW Pool 的功能重合度排序。
  • angus924/minirocketangus924 的头像

    angus924/minirocket

    337在 GitHub 上查看↗

    ROCKET · MINIROCKET · HYDRA

    Python
    在 GitHub 上查看↗337
  • anhduy0911/coinceptionanhduy0911 的头像

    anhduy0911/CoInception

    8在 GitHub 上查看↗

    The requirements.txt file are attached for list of packages required. Python 3.9.16 torch==2.0.0 scikitlearn==0.24.2 pywavelets==1.4.1 pandas scipy statsmodels matplotlib Bottleneck

    Python
    在 GitHub 上查看↗8
  • beckschen/transmixBeckschen 的头像

    Beckschen/TransMix

    157在 GitHub 上查看↗

    This repository includes the official project for the paper: TransMix: Attend to Mix for Vision Transformers, CVPR 2022

    Python
    在 GitHub 上查看↗157
  • ahmedmalaa/fourier-flowsA

    ahmedmalaa/Fourier-flows

    0在 GitHub 上查看↗

    Code for Generative Time-series Modeling with Fourier Flows.

    在 GitHub 上查看↗0
查看 DTW Pool 的所有 30 个替代方案→

常见问题解答

donalee/dtw-pool 是做什么的？

This is the author code of "Learnable Dynamic Temporal Pooling for Time Series Classification" (AAAI 2021). - We employ (and customize) the fast CUDA implementation of soft-dtw (based on pytorch), publicly available at https://github.com/Maghoumi/pytorch-softdtw-cuda. - For more details of…

donalee/dtw-pool 的主要功能有哪些？

donalee/dtw-pool 的主要功能包括：Representation Learning。

donalee/dtw-pool 有哪些开源替代品？

donalee/dtw-pool 的开源替代品包括： angus924/minirocket — ROCKET · MINIROCKET · HYDRA. anhduy0911/coinception — The requirements.txt file are attached for list of packages required. Python 3.9.16 torch==2.0.0 scikitlearn==0.24.2… beckschen/transmix — This repository includes the official project for the paper: TransMix: Attend to Mix for Vision Transformers, CVPR 2022. boschresearch/continuous-recurrent-units. boschresearch/expclr — Paper published at ICML22. Link to our paper: https://icml.cc/virtual/2022/spotlight/18038. ahmedmalaa/fourier-flows — Code for Generative Time-series Modeling with Fourier Flows.