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Deep Learning for Time Series Classification

论文(1)

Deep learning for time series classification: a review

参考代码:hfawaz/dl-4-tsc

论文(2)

InceptionTime: Finding AlexNet for Time Series Classification

参考代码:hfawaz/InceptionTime

数据集

The data used in this project comes from two sources:

  • The UCR/UEA archive, which contains the 85 univariate time series datasets.
  • The MTS archive, which contains the 13 multivariate time series datasets.

具体运行方法可见参考代码中的介绍

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A summary of deep learning models in TSC

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