Here we implement Dilated 1D convolution for time series classification heavily based on this paper. The main code is somewhat inspired by this implementation. However, the structure of the network is different as well as some implementation details. See notebook for examples or run the code to optimize parameters using Optuna.
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Dilated Convolution Networks for Time Series Classification
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