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Model scoring

View App View Code on GitHub
shiny create --template model-scoring --mode core --github posit-dev/py-shiny-templates

Use a combination of scikit-learn and plotnine to visualize model diagnostics like ROC and precision-recall curves. Shiny’s reactive programming model makes it easy and performant to update those outputs in response to user input like specific accounts or time periods.

Packages:

  • numpy
  • pandas
  • plotnine
  • scikit-learn