mltools: Machine Learning Tools

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.

Getting started

Package details

AuthorBen Gorman
MaintainerBen Gorman <>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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mltools documentation built on May 2, 2019, 5:22 a.m.