Thanks for your work on the documentation and tutorials !
However, I’m trying to build a network based on the tutorial available here but I’m kind of stuck. I want to build a network for anomaly detection purposes and I have a problem with the model configuration file. (model.yaml)
I’ve been looking everywhere on the documentation and the forums but cannot find any information on how to define encoders for categories (inside the yaml file). The tutorials only show us how to build RSDR of Datetime encoders as follows :
encoders: encoders: kw_energy_consumption: fieldname: kw_energy_consumption name: kw_energy_consumption resolution: 0.88 seed: 1 type: RandomDistributedScalarEncoder timestamp_timeOfDay: fieldname: timestamp name: timestamp_timeOfDay timeOfDay: [21, 1] type: DateEncoder timestamp_weekend: fieldname: timestamp name: timestamp_weekend type: DateEncoder weekend: 21
How can I define an CategoryEncoder ? I tried the following :
category: fieldname: category name: bookcategory type: CategoryEncoder
But it seems something is missing (I guess its the categories but I don’t know how to define them in this file.
Any ideas would be really appreciated thanks !