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/aml-london-2019
Course materials for Applied Machine Learning course in 2019 in London
topepo/XIjuR-2019
Presentations for Madrid R conference
topepo/sdss-2019
Slides and code for the "Modeling in the Tidyverse" short course on Wednesday, May 29 2019 at SDSS (Symposium on Data Science and Statistics).
topepo/nyr-2020
Materials for the 2020 NYR Machine Learning workshop
topepo/rstudio-conf
Materials for rstudio::conf
topepo/RPharma-2019-Workshop
Course notes and code for the workshop
topepo/R-Pharma-2019
conference slides for R/Pharma 2019 talk
topepo/2020-CT-ASA
Slide for ASA miniconference talk "What Inferential Statistics Can Utilize from Predictive Models"
topepo/broom
Convert statistical analysis objects from R into tidy format
topepo/r4ds
R for data science: a book
topepo/supervised-ML-case-studies-course
Supervised machine learning case studies in R! 💫 A free interactive course
topepo/2019-R-Ladies-Miami
Totally Tidy Tuning Tools Talk
topepo/applied-ml
topepo/manymodelr
Build and Tune Several Models
topepo/parallel-printing
small scripts to test logging via different parallel processing techniques
topepo/scales
Tools for ggplot2 scales
topepo/bookdown-inline
tests for inline formatting in bookdown
topepo/embed-1
Extra recipes for categorical predictor embeddings
topepo/h2oparsnip
Model Wrappers for H2O models
topepo/hardhat
A Toolkit for the Construction of Modeling Packages
topepo/kknn
Weighted k-Nearest Neighbors
topepo/Model-Food-Order-Delivery-Times
Build a predictive solution to estimate time taken for a delivery and write an python application that can make these predictions/score new cases(create scoring file)
topepo/parsnipExtra
Extra model specifications for use with the parsnip package
topepo/pump-it-up
Code from winning competitors in the Pump it Up competition on DrivenData.
topepo/recipeselectors
Additional recipes for feature selection to be used with the tidymodels recipes package
topepo/rinpharma2019program
topepo/testthat
An R 📦 to make testing 😀
topepo/themis
Extra recipes steps for dealing with unbalanced data
topepo/tidyverse
Easily install and load packages from the tidyverse
topepo/usethis
Set up commonly used 📦 components