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Hi, first of all, congratulations on the brilliant work done for this library!
I am currently trying to get to work this library (particularly the transformer_bottleneck (logsparse) architecture) with the famous benchmark datasets 'Electricity' and 'Traffic'. However, both of these datasets have categorical ids which indicates different stations / lanes, respectively, time series.
After reading the (a bit sparse) documentation, and checking some of the available examples, I couldn't figure out some of my main questions:
Is there an option in the configuration files for specifying a "grouping id" so that this behavior of the dataset is taken into account? (e.g. for taking into account individually each series according to its ids, for group scaling, ...)
Apart from the "relevant_cols" and "target_col" attributes specification, is there a specific attribute in the config file for specifying the name of the date column?
Thanks in advance!
The text was updated successfully, but these errors were encountered:
andresC98
changed the title
Possibility to specify a 'grouping id' for series
Possibility to specify a 'grouping id' and 'date' col for series
Mar 29, 2021
Hi, first of all, congratulations on the brilliant work done for this library!
I am currently trying to get to work this library (particularly the transformer_bottleneck (logsparse) architecture) with the famous benchmark datasets 'Electricity' and 'Traffic'. However, both of these datasets have categorical ids which indicates different stations / lanes, respectively, time series.
After reading the (a bit sparse) documentation, and checking some of the available examples, I couldn't figure out some of my main questions:
Is there an option in the configuration files for specifying a "grouping id" so that this behavior of the dataset is taken into account? (e.g. for taking into account individually each series according to its ids, for group scaling, ...)
Apart from the "relevant_cols" and "target_col" attributes specification, is there a specific attribute in the config file for specifying the name of the date column?
Thanks in advance!
The text was updated successfully, but these errors were encountered: