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#Overview# This package enables the removal of training data from fitted R models while retaining predict functionality. The purged models are more portable as their memory footprints do not scale with the training sample size.

#Example Usage#

x <- rnorm(1000)
y <- x + rnorm(1000)
unpurged.model <- lm(y ~ x)
purged.model <- purge(unpurged.model)
object.size(unpurged.model)
object.size(purged.model)

#Installation#

if (!require(devtools)) install.packages("devtools")
devtools:::install_github("massmutual/purge")

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.