Detecting time series problem type

[mahedeeb]

Currently, ML-Navigator is able to figure out what is the id, the target that should be predicted and the type of the problem either a classification or a regression problem. It will be nice if we can detect more advanced problem types like time series.
The suggested solution:

1. look for datetime features
2. figure out if the time or date interval is constant between the rows.
   (find out more assumption to be sure that the problem is a time series problem)