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Article on regularization in ML

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

An article on regularization in machine learning and statistics. The app demonstrates the effect of regularization in linear regression. The user can adjust the regularization strength to see it influence the model’s coefficients.

Components:

Packages:

  • pandas
  • scikit-learn
  • seaborn