Package: mltools
Type: Package
Title: Machine Learning Tools
Version: 0.3.5
Author: Ben Gorman
Maintainer: Ben Gorman <bgorman@GormAnalysis.com>
Description: A collection of machine learning helper functions, particularly assisting in the Exploratory Data Analysis phase. Makes heavy use of the 'data.table' package for optimal speed and memory efficiency. Highlights include a versatile bin_data() function, sparsify() for converting a data.table to sparse matrix format with one-hot encoding, fast evaluation metrics, and empirical_cdf() for calculating empirical Multivariate Cumulative Distribution Functions.
License: MIT + file LICENSE
URL: https://github.com/ben519/mltools
BugReports: https://github.com/ben519/mltools/issues
LazyData: TRUE
RoxygenNote: 6.0.1
Imports: data.table(>= 1.9.7), Matrix, methods, stats
Suggests: testthat
NeedsCompilation: no
Packaged: 2018-05-11 23:15:32 UTC; Ben
Repository: CRAN
Date/Publication: 2018-05-12 03:12:45 UTC
Built: R 4.6.0; ; 2026-04-26 20:29:03 UTC; unix
