Parallel Low-Rank Approximation with Nonnegativity Constraints
Block Principal Pivoted Non-Negative Least Squares
Example single-cell transcriptomic data in sparse form
Retrieve the dimension of H5SpMat argument list
Prepare character information of a H5Mat object
prepare character information of a H5SpMat object
Argument list object for using a dense matrix stored in HDF5 file
Argument list object for using a sparse matrix stored in HDF5 file
Perform Integrative Non-negative Matrix Factorization
Perform Non-negative Matrix Factorization
Perform Integrative Non-negative Matrix Factorization Using Online Lea...
Show information of a H5Mat object
Show information of a H5SpMat object
Perform Symmetric Non-negative Matrix Factorization
Perform Mosaic Integrative Non-negative Matrix Factorization with Unsh...
'Rcpp' bindings for 'PLANC', a highly parallel and extensible NMF/NTF (Non-negative Matrix/Tensor Factorization) library. Wraps algorithms described in Kannan et. al (2018) <doi:10.1109/TKDE.2017.2767592> and Eswar et. al (2021) <doi:10.1145/3432185>. Implements algorithms described in Welch et al. (2019) <doi:10.1016/j.cell.2019.05.006>, Gao et al. (2021) <doi:10.1038/s41587-021-00867-x>, and Kriebel & Welch (2022) <doi:10.1038/s41467-022-28431-4>.