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' doi:10.1080/10618600.2018.1518238 as well as the specialized variant of 'Co-Factor Analysis of Citation Networks' doi:10.1080/10618600.2024.2394464. 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:
Report bugs at https://github.com/RoheLab/fastadi/issues
[Package fastadi version 0.1.2 Index]