mltools: Machine Learning Tools
Version 0.2.0

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
Date of publication2017-01-03 07:33:49
MaintainerBen Gorman <bgorman@GormAnalysis.com>
LicenseMIT + file LICENSE
Version0.2.0
URL https://github.com/ben519/mltools
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mltools")

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mltools documentation built on May 30, 2017, 12:06 a.m.