fastadi-package {fastadi} | R Documentation |
fastadi: Self-Tuning Data Adaptive Matrix Imputation
Description
Implements the AdaptiveImpute matrix completion algorithm of 'Intelligent Initialization and Adaptive Thresholding for Iterative Matrix Completion', <https://amstat.tandfonline.com/doi/abs/10.1080/10618600.2018.1518238>. AdaptiveImpute is useful for embedding sparsely observed matrices, often out performs competing matrix completion algorithms, and self-tunes its hyperparameter, making usage easy.
Author(s)
Maintainer: Alex Hayes alexpghayes@gmail.com (ORCID) [copyright holder]
Authors:
Juhee Cho
Donggyu Kim
Karl Rohe
See Also
Useful links:
[Package fastadi version 0.1.1 Index]