The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

To cite softImpute in publication use:

Mazumder R, Hastie T, Tibshirani R (2010). “Spectral Regularization Algorithms for Learning Large Incomplete Matrices.” Journal of Machine Learning Research, 11, 2287–2322.

Hastie T, Mazumder R, Lee J, Zadeh R (2015). “Matrix Completion and Low-rank SVD via Fast Alternating Least Squares.” Journal of Machine Learning Research, 16, 3367–3402.

Corresponding BibTeX entries: 

  @Article{,
    title = {Spectral Regularization Algorithms for Learning Large
      Incomplete Matrices},
    author = {Rahul Mazumder and Trevor Hastie and Robert Tibshirani},
    journal = {Journal of Machine Learning Research},
    year = {2010},
    volume = {11},
    pages = {2287--2322},
  }

  @Article{,
    title = {Matrix Completion and Low-rank {SVD} via Fast Alternating
      Least Squares},
    author = {Trevor Hastie and Rahul Mazumder and Jason Lee and Reza
      Zadeh},
    journal = {Journal of Machine Learning Research},
    volume = {16},
    pages = {3367--3402},
    year = {2015},
  }

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.
Health stats visible at Monitor.