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ROptSpace (version 0.2.3)

Matrix Reconstruction from a Few Entries

Description

Matrix reconstruction, also known as matrix completion, is the task of inferring missing entries of a partially observed matrix. This package provides a method called OptSpace, which was proposed by Keshavan, R.H., Oh, S., and Montanari, A. (2009) for a case under low-rank assumption.

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Install

install.packages('ROptSpace')

Monthly Downloads

452

Version

0.2.3

License

MIT + file LICENSE

Maintainer

Kisung You

Last Published

August 16th, 2021

Functions in ROptSpace (0.2.3)

OptSpace

OptSpace : an algorithm for matrix reconstruction from a partially revealed set