Tile-Based Sparse Cholesky Factorization and Selected Inverse

Interface to the 'sTiles' framework for tile-based sparse Cholesky factorization: log-determinants, selected inverse (marginal variances) and triangular solves, with symbolic reuse so that repeated factorization of matrices sharing one sparsity pattern pays the ordering cost only once, as in a hyperparameter sweep. The compiled glue in this package resolves its symbols at run time against the 'sTiles' solver library ('libstiles'), which is a separate component distributed under its own terms and is not part of this package. Install it once with 'sTiles_install_library()', or point the package at a copy you already have with the 'STILES_LIB' environment variable.


Reference manual

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install.packages("sTiles")

2026.9.4 by Esmail Abdul Fattah, 20 days ago


https://esmail-abdulfattah.github.io/sTiles/


Report a bug at https://github.com/esmail-abdulfattah/sTiles/issues


Browse source code at https://github.com/cran/sTiles


Authors: Esmail Abdul Fattah [aut, cre, cph]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports methods, Matrix, tools, utils

Suggests testthat

System requirements: the 'sTiles' solver library (libstiles.so on Linux, libstiles.dylib on macOS, libstiles.dll on Windows), obtained with sTiles_install_library() or supplied by the user


See at CRAN