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Integration of {targets} #6

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ian-flores opened this issue Mar 10, 2021 · 2 comments
Open

Integration of {targets} #6

ian-flores opened this issue Mar 10, 2021 · 2 comments
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enhancement New feature or request

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@ian-flores
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This issue is to keep track of the integration of the {targets} package to the different components of the pipeline in this repository.

@ian-flores ian-flores self-assigned this Mar 10, 2021
@ian-flores ian-flores added the enhancement New feature or request label Mar 10, 2021
@akgold
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akgold commented Mar 10, 2021

Awesome -- do you have thoughts on where to integrate?

A few options that occur to me:

  1. Updating the ETL pipeline to use targets
  2. Automating model training
  3. Model scoring/quality assessment

I feel like right now 3 might be the most natural...but don't have super strong preferences.

@ian-flores
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I want to do the 3 components you listed but in reverse order, starting with 3. I will re-write that R-Markdown document to be a targets pipeline that generates an R Markdown report with the metrics each time it's run.

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