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sparta: Sparse Tables

About

The sparta package implements new methods (multiplication, marginalization etc.) for dealing with conditional probability tables (CPTs) and are especially useful when the CPTs are sparse.

Installation

• Current stable release from CRAN:

install.packages("sparta")

• Current development version:

remotes::install_github("mlindsk/sparta")

See Also

The jti, https://github.com/mlindsk/jti, package (on CRAN) implements belief propagation via the Junction Tree Algorithm which relies heavily on sparta tables. See also https://github.com/mlindsk/pednoa for a usecase of jti where “ordinary/dense” table operations will fail.

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.