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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.
Version: | 0.1.1 |
Depends: | LRMF3, Matrix, R (≥ 3.1) |
Imports: | ellipsis, glue, logger, methods, Rcpp, RSpectra |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | invertiforms, covr, knitr, rmarkdown, testthat (≥ 3.0.0) |
Published: | 2022-09-07 |
DOI: | 10.32614/CRAN.package.fastadi |
Author: | Alex Hayes |
Maintainer: | Alex Hayes <alexpghayes at gmail.com> |
BugReports: | https://github.com/RoheLab/fastadi/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/RoheLab/fastadi |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | fastadi results |
Reference manual: | fastadi.pdf |
Package source: | fastadi_0.1.1.tar.gz |
Windows binaries: | r-devel: fastadi_0.1.1.zip, r-release: fastadi_0.1.1.zip, r-oldrel: fastadi_0.1.1.zip |
macOS binaries: | r-release (arm64): fastadi_0.1.1.tgz, r-oldrel (arm64): fastadi_0.1.1.tgz, r-release (x86_64): fastadi_0.1.1.tgz, r-oldrel (x86_64): fastadi_0.1.1.tgz |
Old sources: | fastadi archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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