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.

AuthorBen Gorman
Date of publication2017-01-03 07:33:49
MaintainerBen Gorman <bgorman@GormAnalysis.com>
LicenseMIT + file LICENSE
Version0.2.0
https://github.com/ben519/mltools

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Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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