Matrix Completion, Imputation, and Inpainting Methods

aux_rndmissing | Randomly assign NAs to the data matrix with probability 'x' |

fill_HardImpute | HardImpute : Generalized Spectral Regularization |

filling-package | Matrix Completion, Imputation, and Inpainting Methods |

fill_KNNimpute | Imputation using Weighted K-nearest Neighbors |

fill_nuclear | Low-Rank Completion with Nuclear Norm Optimization |

fill_OptSpace | OptSpace |

fill_simple | Imputation by Simple Rules |

fill_SoftImpute | SoftImpute : Spectral Regularization |

fill_SVDimpute | Iterative Regression against Right Singular Vectors |

fill_SVT | Singular Value Thresholding for Nuclear Norm Optimization |

fill.USVT | Matrix Completion by Universal Singular Value Thresholding |

lena128 | lena image at size of (128 \times 128) |

lena256 | lena image at size of (256 \times 256) |

lena64 | lena image at size of (64 \times 64) |

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