1D CNNs or Temporal Convolutional Networks in Pytorch

Simple 1d CNN examples for working with time series data :)

Img. 1d CNNs. Image source

Examples

1d CNNs

An important thing to note here is that the networks don't use dilated convolution so it's not really a TCN, it's basically a classical 2d CNN with maxpools adapted to a 1d signal.

• Time series classification

• Time series denoising autoencoder