Handle id columns explicitly

[tsrobinson]

For panel datasets and similar, convert() can lag/crash when a unique id column has many unique (non-numeric) values, exhausting computer memory.

We can add two levels of functionality here:

1. Allow users to specify an id column and remove it from the training data, before concatenating it back at the end of the pipeline
2. Convert an id column to a numeric representation