Hey, I was wondering if anyone has any experience with time series modeling? I am currently working on a regression task using some multimodal data and I’m not sure what the best practices are for that kinda task and also what are good time-series models to use for the kind of data I have.
I’m just looking for general pointers to get started 
I have tried basic MLP but that does not do very well.
The picture is one sample of the dataset (out of 100000).
A summary of the dataset:
Inputs:
#3 waves of length 201: Pvp Pvs
#4 summaries: map sbp dbp sv
#1 parameters: HR
Outputs:
#12 outputs: Ees_LV Ees_RV Vs Eas Cvs Eap Cvp Tes τ Rap Ras Brv