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2021

Understanding Prediction Intervals 2021-03-18
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Prediction intervals provide a measure of uncertainty for predictions on individual observations. This post… […] This is the first of three posts on prediction intervals (Part 2 employs …
AmesHousing
dplyr
rsample
recipes
gt
parsnip
workflows
ggplot
yardstick
stringr
tidyr
forcats
scales
pander

2020

Feature Engineering with Sliding Windows and Lagged Inputs 2020-10-12
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The new rsample::sliding_*() functions bring the windowing approaches used in slider to the sampling procedures used in the tidymodels framework1. These functions make evaluation of models with …
httr
jsonlite
dplyr
lubridate
rsample
slider
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tune
purrr
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