CRAN/E | fastadi

fastadi

Self-Tuning Data Adaptive Matrix Imputation

Installation

About

Implements the AdaptiveImpute matrix completion algorithm of 'Intelligent Initialization and Adaptive Thresholding for Iterative Matrix Completion', . AdaptiveImpute is useful for embedding sparsely observed matrices, often out performs competing matrix completion algorithms, and self-tunes its hyperparameter, making usage easy.

github.com/RoheLab/fastadi
Bug report File report

Key Metrics

Version 0.1.1
R ≥ 3.1
Published 2022-09-07 600 days ago
Needs compilation? yes
License MIT
License File
CRAN checks fastadi results

Downloads

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Maintainer

Maintainer

Alex Hayes

alexpghayes@gmail.com

Authors

Alex Hayes

aut / cre / cph

Juhee Cho

aut

Donggyu Kim

aut

Karl Rohe

aut

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

fastadi archive

Depends

LRMF3
Matrix
R ≥ 3.1

Imports

ellipsis
glue
logger
methods
Rcpp
RSpectra

Suggests

invertiforms
covr
knitr
rmarkdown
testthat ≥ 3.0.0

LinkingTo

Rcpp
RcppArmadillo