Package: SID 1.1

SID: Structural Intervention Distance

The code computes the structural intervention distance (SID) between a true directed acyclic graph (DAG) and an estimated DAG. Definition and details about the implementation can be found in J. Peters and P. Bühlmann: "Structural intervention distance (SID) for evaluating causal graphs", Neural Computation 27, pages 771-799, 2015.

Authors:Jonas Peters

SID_1.1.tar.gz
SID_1.1.zip(r-4.7-any)SID_1.1.zip(r-4.6-any)SID_1.1.zip(r-4.5-any)
SID_1.1.tgz(r-4.6-any)SID_1.1.tgz(r-4.5-any)
SID_1.1.tar.gz(r-4.7-any)SID_1.1.tar.gz(r-4.6-any)
SID_1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
SID/json (API)

# Install 'SID' in R:
install.packages('SID', repos = c('https://fkgruber.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fkgruber/sid_cran/issues

On CRAN:

Conda:

4.32 score 3 stars 70 scripts 866 downloads 56 mentions 5 exports 35 dependencies

Last updated from:01f932e96d. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK136
source / vignettesOK348
linux-releaseOK277
macos-releaseOK209
macos-oldrelOK231
windows-develOK100
windows-releaseOK314
windows-oldrelOK79
wasm-releaseOK251

Exports:computePathMatrixcomputePathMatrix2hammingDistrandomDAGstructIntervDist

Dependencies:abindbdsmatrixBHBiocGenericsBiocManagercliclueclustercolorspacecorpcorcpp11DEoptimRfastICAgenericsggmgluegraphigraphlatticelifecyclelmtestmagrittrMASSMatrixpcalgpkgconfigRBGLRcppRcppArmadillorlangrobustbasesfsmiscvcdvctrszoo