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Handle id columns explicitly #31

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tsrobinson opened this issue Sep 17, 2024 · 0 comments
Open

Handle id columns explicitly #31

tsrobinson opened this issue Sep 17, 2024 · 0 comments
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enhancement New feature or request help wanted Extra attention is needed

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@tsrobinson
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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
@tsrobinson tsrobinson added enhancement New feature or request help wanted Extra attention is needed labels Sep 17, 2024
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@tsrobinson