High-Performance Open-Source Archive
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.
install.packages("sparta")remotes::install_github("mlindsk/sparta")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.
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