gravatar

StatsGary

Gary Hutson

Recently Published

Building a TidyModel from scratch and deploying with Vetiver
This tutorial shows you how to: - Load and preprocess data - Create recipes and model workflows - Compare baseline vs cutting edge ML algorithms for tabular supervised learning tasks - Evaluate models - Resample and Hyperparameter tune - Deploy as a REST API - Automated Docker file creation - Automated PlumbeR file creation
TidyModels - Building a Supervised ML Model from scratch
Shows how to build a TidyModels Supervised ML Classification model from scratch.
SangerTools
Tools for working with population health datasets.
ConfusionTableR
Shows how to use the ConfusionTableR package for tidying up outputs of confusion matrices into row level database records.
FeatureTerminatoR vignette
This will show you how to use the FeatureTerminatoR package for feature selection.
OddsPlotty Vignette
This shows you how to use the package OddsPlotty with the additional features added. This package is also available in CRAN.