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sol-eng / bike_predict

A demo of an end-to-end machine learning pipeline, using Posit Connect
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Integration of {targets} #6

Open ian-flores opened 3 years ago

ian-flores commented 3 years ago

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

akgold commented 3 years ago

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 commented 3 years ago

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.