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Merge pull request #86 from ModelOriented/cran_submission
CRAN submission
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CRAN-SUBMISSION

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Version: 0.7.0
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Date: 2023-04-10 16:20:03 UTC
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SHA: 1d5cdf85049baa8819da6a36b1ee91cdf6637a69
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Version: 0.8.0
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Date: 2023-05-09 17:34:27 UTC
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SHA: e2f9b361e5cb79eb0faa79faabceb98a4bd1726a

DESCRIPTION

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Package: shapviz
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Title: SHAP Visualizations
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Version: 0.7.1
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Version: 0.8.0
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Authors@R: c(
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person("Michael", "Mayer", , "[email protected]", role = c("aut", "cre")),
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person("Adrian", "Stando", , "[email protected]", role = "ctb")

NEWS.md

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# shapviz 0.7.1
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# shapviz 0.8.0
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## Better connector to {fastshap}
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## API improvement
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- From Version >0.0.7, `fastshap::explain()` offers the option `shap_only`. To conveniently construct the "shapviz" object, use `shapviz(fastshap::explain(..., shap_only = FALSE))`. This not only passes the SHAP matrix but also the feature data and the baseline. Thanks, Brandon Greenwell!
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- For (upcoming) {fastshap} version >0.0.7, `fastshap::explain()` offers the option `shap_only`. To conveniently construct the "shapviz" object, use `shapviz(fastshap::explain(..., shap_only = FALSE))`. This not only passes the SHAP matrix but also the feature data and the baseline. Thanks, Brandon Greenwell!
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## Documentation
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- Better help files
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- Switched from "import ggplot2" to "ggplot2::function" code style
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- Vignette "Multiple 'shapviz' objects": Fixed mistake in Random Forest + Kernel SHAP example
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# shapviz 0.7.0

cran-comments.md

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# Re-Submission of {shapviz} 0.7.0
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# {shapviz} 0.8.0
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This second resubmission removes non-standard file (sorry, my bad!)
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Hello CRAN team
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# Re-Submission of {shapviz} 0.7.0
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- {shapviz} will work more smoothly for upcoming {fastshap} versions. I did this change together with the {fastshap} maintainer (Brandon Greenwell).
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- Better help files
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- Switched from "import ggplot2" to "ggplot2::function" code style
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This re-submission fixes non-standard links in the new vignette (and the README).
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## Original message
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Dear CRAN team.
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- {shapviz} can now deal with multiclass models or SHAP values of multiple models. Hurray ;).
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- Many additional features
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- New contributor
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- Additional vignette
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- New home: github/ModelOriented/shapviz
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## Checks
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## Checks look good
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### check(manual = TRUE, cran = TRUE)
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- WARNING: 'qpdf' is needed for checks on size reduction of PDFs
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- Note: unable to verify current time
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* checking for future file timestamps ... NOTE
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unable to verify current time
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### check_rhub()
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* checking HTML version of manual ... NOTE
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Skipping checking HTML validation: no command 'tidy' found
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### check_rhub(): Some usual notes...
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* checking package dependencies ... NOTE
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'h2o', 'lightgbm'
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Packages which this enhances but not available for checking:
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'fastshap', 'h2o', 'lightgbm'
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* checking HTML version of manual ... NOTE
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Skipping checking math rendering: package 'V8' unavailable
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* checking for non-standard things in the check directory ... NOTE
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Found the following files/directories:
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''NULL''
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* checking for detritus in the temp directory ... NOTE
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Found the following files/directories:
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'lastMiKTeXException'
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### check_win_devel()
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Status: OK
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packaging.R

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use_description(
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fields = list(
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Title = "SHAP Visualizations",
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Version = "0.7.1",
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Version = "0.8.0",
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Description = "Visualizations for SHAP (SHapley Additive exPlanations),
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such as waterfall plots, force plots, various types of importance plots,
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dependence plots, and interaction plots.

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