Hi Tobias,
You can use trainnet function to train deep learning models for time series data regression problems. For such problems, the input is in the format of sequences. To read about the input formats for sequence datsets in trainnet function, refer the following link:
Refer to the following documentation link which shows an example for 'Sequence-to-Sequence Regression' tasks:
You might have to use a regressionLayer as the last layer in the network for your purpose.
Also, note that trainNetwork function is not recommended anymore.
