topepo

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

FES

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

shinylive-in-book-test

testing shiny in quarto docs

characterize

Inspect structural characteristics of a fitted model, such as the number of active features, the number of terminal notes, and so on.

2023_Shell_bootcamp

2023-latinR

Slides for the 2023 LatinR Keynote

2024_SSA_SCV

tidymodels tutorial for the Statistical Society of Australia (SSA) statistical computing and visualisation tutorials

2023-r-pharma

Slides for "Serverless Shiny in Quarto Documents"

ggplots-in-quarto-table

quarto test repo

resampling_sim

Assessing the bias and precision of resampling methods via simulation

stacking_characterizations

Sandbox to looking into parameters affecting model stacking

2024_PharmaDS

Slides for "What Happens After the Model?"

adjusted

Post-Hoc Nearest Neighbor Adjustment of Regression Predictions

downlit

Syntax Highlighting and Automatic Linking

quarto-r

R interface to quarto-cli

tidymodels-uw-2023

Source and slides for "Why you should be using tidymodels" at UW-Madison

workboots

Generate bootstrap :hiking_boot: prediction intervals from a tidymodels workflow!

2024-workweek

tidymodels introduction in 5min

aml4td-computing-python

brulee-sim

timing simulations for brûlée

center-shiny-figure

reprex repo for centering shiny elements in a quarto book

dials

Tools for creating tuning parameter values

measure

The goal of measure is to be a recipes-like interface to tidymodels for analytical characterization data.

mixOmics

Development repository for the Bioconductor package 'mixOmics '

PlotNeuralNet

Latex code for making neural networks diagrams

postprocessing-data

Discussion of data usage ideas for postprocessors

quarto-web

Quarto website

sfd

A collection of pre-optimized space-filling designs

tidysdm

R package to fit species distribution models (SDMs) using the 'tidymodels' framework

workshops-1

Workshops at posit::conf(2024)