Pinned Repositories
aml-london-2019
Course materials for Applied Machine Learning course in 2019 in London
APM_Exercises
Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)
C5.0
An R package for fitting Quinlan's C5.0 classification model
caret
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
Cubist
An R package for fitting Quinlan's Cubist regression model
FES
Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson
rstudio-conf-2018
Slide, code and data for "Applied Machine Learning" at Rstudio-conf 2018
rstudio-conf-2019
Slide, code and data for "Applied Machine Learning" at Rstudio-conf 2019
tidy-apm
tidymodels code for the book Applied Predictive Modeling
useR2016
Slides and code for the 2016 useR! tutorial "Never Tell Me the Odds! Machine Learning with Class Imbalances"
topepo's Repositories
topepo/caret
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
topepo/FES
Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson
topepo/shinylive-in-book-test
testing shiny in quarto docs
topepo/characterize
Inspect structural characteristics of a fitted model, such as the number of active features, the number of terminal notes, and so on.
topepo/2023-latinR
Slides for the 2023 LatinR Keynote
topepo/2024_SSA_SCV
tidymodels tutorial for the Statistical Society of Australia (SSA) statistical computing and visualisation tutorials
topepo/2023-r-pharma
Slides for "Serverless Shiny in Quarto Documents"
topepo/ggplots-in-quarto-table
quarto test repo
topepo/resampling_sim
Assessing the bias and precision of resampling methods via simulation
topepo/2024_05_NYR
SHINYLIVE IS SO EASY talk
topepo/2024_PharmaDS
Slides for "What Happens After the Model?"
topepo/adjusted
Post-Hoc Nearest Neighbor Adjustment of Regression Predictions
topepo/downlit
Syntax Highlighting and Automatic Linking
topepo/quarto-r
R interface to quarto-cli
topepo/source-shiny
sourcing external R files with shiny apps
topepo/tidymodels-uw-2023
Source and slides for "Why you should be using tidymodels" at UW-Madison
topepo/workboots
Generate bootstrap :hiking_boot: prediction intervals from a tidymodels workflow!
topepo/2024-workweek
tidymodels introduction in 5min
topepo/aml4td-computing-python
topepo/brulee-sim
timing simulations for brûlée
topepo/center-shiny-figure
reprex repo for centering shiny elements in a quarto book
topepo/dials
Tools for creating tuning parameter values
topepo/measure
The goal of measure is to be a recipes-like interface to tidymodels for analytical characterization data.
topepo/mixOmics
Development repository for the Bioconductor package 'mixOmics '
topepo/PlotNeuralNet
Latex code for making neural networks diagrams
topepo/postprocessing-data
Discussion of data usage ideas for postprocessors
topepo/quarto-web
Quarto website
topepo/sfd
A collection of pre-optimized space-filling designs
topepo/tidysdm
R package to fit species distribution models (SDMs) using the 'tidymodels' framework
topepo/workshops-1
Workshops at posit::conf(2024)