topepo

caret

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

C5.0

An R package for fitting Quinlan's C5.0 classification model

tidy-apm

tidymodels code for the book Applied Predictive Modeling

Cubist

An R package for fitting Quinlan's Cubist regression model

AmesHousing

Ames IA Housing data from De Cock (2011)

2022-nyr-workshop

Code and notes for the tidymodels workshop

conformal_sim

simulations to measure interval coverage

characterize

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

2023-07-NYR

Talk: The Post-Modeling Model to Fix the Model

2022-06-NYR

Monitor Your Data As Well As Your Model

2022-r-pharma

Slides for the 2022 conference

2023_AstraZeneca

Slides and code for the tidymodels tutorial for AstraZeneca

stacking_characterizations

Sandbox to looking into parameters affecting model stacking

2023_work_week

charactizerize slides

bestNormalize

Estimate a suite of normalizing transformations, including a new adaptation of a technique based on ranks which can guarantee normally distributed transformed data if there are no ties: ordered quantile normalization (ORQ).

filterdb

Methods for Supervised Filtering of Predictors

broom.mixed

tidy methods for mixed models in R

colino

Recipes Steps for Supervised Filter-Based Feature Selection

glinternet

:exclamation: This is a read-only mirror of the CRAN R package repository. glinternet — Learning Interactions via Hierarchical Group-Lasso Regularization. Homepage: http://web.stanford.edu/~hastie/Papers/glinternet_jcgs.pdf

guild-ai-r-tidymodels

An example repo for a small-scale data analysis using guild-ai

leaffeatures_paper

modeldatatoo

More Data Sets Useful for Modeling Examples

mutagen

ncblf-posit

Posit overview for the Nonclinical Biostatistics Leadership Forum

prodlim

Product limit estimation for survival analysis

quarto-pseudocode-test

testing pseudocode.js algorithm blocks in quarto

quarto-web

Quarto website

tidyverse.org

Source of tidyverse.org

workshops

xrf

eXtreme RuleFit (sparse linear models on XGBoost ensembles)