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RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks

Time series Classification

The experimental results of time series classification presented in Table blow. image

Get Start

  • Install Python>=3.8, PyTorch 1.8.1.
  • Download data. You can obtain all the benchmarks from [mvts].
  • Train the model. We provide the experiment scripts of all benchmarks under the folder ./scripts. You can reproduce the experiment results by:
bash ./scripts/EthanolConcentration.sh