{
  "_id": "6ac78cbdde46216d5edd20fd",
  "Package": "shapviz",
  "Title": "SHAP Visualizations",
  "Version": "0.10.4",
  "Authors@R": "c(\nperson(\"Michael\", \"Mayer\", , \"mayermichael79@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Adrian\", \"Stando\", , \"adrian.j.stando@gmail.com\", role = \"ctb\")\n)",
  "Description": "Visualizations for SHAP (SHapley Additive exPlanations),\nsuch as waterfall plots, force plots, various types of\nimportance plots, dependence plots, and interaction plots.\nThese plots act on a 'shapviz' object created from a matrix of\nSHAP values and a corresponding feature dataset. Wrappers for\nthe R packages 'xgboost', 'lightgbm', 'fastshap', 'shapr',\n'h2o', 'treeshap', 'DALEX', and 'kernelshap' are added for\nconvenience.  By separating visualization and computation, it\nis possible to display factor variables in graphs, even if the\nSHAP values are calculated by a model that requires numerical\nfeatures. The plots are inspired by those provided by the\n'shap' package in Python, but there is no dependency on it.",
  "License": "GPL (>= 2)",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "LazyData": "true",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "URL": "https://github.com/ModelOriented/shapviz,\nhttps://modeloriented.github.io/shapviz/",
  "BugReports": "https://github.com/ModelOriented/shapviz/issues",
  "Config/roxygen2/version": "8.1.0",
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  "Repository": "https://modeloriented.r-universe.dev",
  "Date/Publication": "2026-08-31 16:36:25 UTC",
  "RemoteUrl": "https://github.com/modeloriented/shapviz",
  "RemoteRef": "HEAD",
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  "Packaged": {
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    "User": "root"
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  "Author": "Michael Mayer [aut, cre],\nAdrian Stando [ctb]",
  "Maintainer": "Michael Mayer <mayermichael79@gmail.com>",
  "_user": "modeloriented",
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  "_published": "2026-10-08T12:29:49.112Z",
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    "message": "Merge pull request #187 from ModelOriented/cran-release\n\nCRAN release",
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    "format_max",
    "get_baseline",
    "get_feature_values",
    "get_shap_interactions",
    "get_shap_values",
    "is.mshapviz",
    "is.shapviz",
    "mshapviz",
    "potential_interactions",
    "shapviz",
    "sv_dependence",
    "sv_dependence2D",
    "sv_force",
    "sv_importance",
    "sv_interaction",
    "sv_waterfall"
  ],
  "_datasets": [
    {
      "name": "miami",
      "title": "Miami-Dade County House Prices",
      "object": "miami",
      "class": [
        "data.frame"
      ],
      "fields": [
        "LATITUDE",
        "LONGITUDE",
        "PARCELNO",
        "SALE_PRC",
        "LND_SQFOOT",
        "TOT_LVG_AREA",
        "SPEC_FEAT_VAL",
        "RAIL_DIST",
        "OCEAN_DIST",
        "WATER_DIST",
        "CNTR_DIST",
        "SUBCNTR_DI",
        "HWY_DIST",
        "age",
        "avno60plus",
        "month_sold",
        "structure_quality"
      ],
      "rows": 13932,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "shapviz-package",
      "title": "shapviz: SHAP Visualizations",
      "topics": [
        "shapviz-package"
      ]
    },
    {
      "page": "sub-.shapviz",
      "title": "Subsets \"shapviz\" Object",
      "topics": [
        "[.shapviz"
      ]
    },
    {
      "page": "plus-.shapviz",
      "title": "Rowbinds two \"shapviz\" Objects",
      "topics": [
        "+.mshapviz",
        "+.shapviz"
      ]
    },
    {
      "page": "c.shapviz",
      "title": "Concatenates \"shapviz\" Objects",
      "topics": [
        "c.shapviz"
      ]
    },
    {
      "page": "collapse_shap",
      "title": "Collapse SHAP values",
      "topics": [
        "collapse_shap"
      ]
    },
    {
      "page": "dim.shapviz",
      "title": "Dimensions of \"shapviz\" Object",
      "topics": [
        "dim.shapviz"
      ]
    },
    {
      "page": "dimnames.shapviz",
      "title": "Dimnames of \"shapviz\" Object",
      "topics": [
        "dimnames.shapviz"
      ]
    },
    {
      "page": "dimnames-set-.shapviz",
      "title": "Dimnames (Replacement Method) of \"shapviz\" Object",
      "topics": [
        "dimnames<-.shapviz"
      ]
    },
    {
      "page": "extractors",
      "title": "Extractor Functions",
      "topics": [
        "extractors",
        "get_baseline",
        "get_baseline.default",
        "get_baseline.mshapviz",
        "get_baseline.shapviz",
        "get_feature_values",
        "get_feature_values.default",
        "get_feature_values.mshapviz",
        "get_feature_values.shapviz",
        "get_shap_interactions",
        "get_shap_interactions.default",
        "get_shap_interactions.mshapviz",
        "get_shap_interactions.shapviz",
        "get_shap_values",
        "get_shap_values.default",
        "get_shap_values.mshapviz",
        "get_shap_values.shapviz"
      ]
    },
    {
      "page": "format_max",
      "title": "Number Formatter",
      "topics": [
        "format_max"
      ]
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      "page": "is.mshapviz",
      "title": "Check for mshapviz",
      "topics": [
        "is.mshapviz"
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      "title": "Check for shapviz",
      "topics": [
        "is.shapviz"
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    {
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      "title": "Miami-Dade County House Prices",
      "topics": [
        "miami"
      ]
    },
    {
      "page": "mshapviz",
      "title": "Combines compatible \"shapviz\" Objects",
      "topics": [
        "mshapviz"
      ]
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      "page": "potential_interactions",
      "title": "Interaction Strength",
      "topics": [
        "potential_interactions"
      ]
    },
    {
      "page": "print.mshapviz",
      "title": "Prints \"mshapviz\" Object",
      "topics": [
        "print.mshapviz"
      ]
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      "page": "print.shapviz",
      "title": "Prints \"shapviz\" Object",
      "topics": [
        "print.shapviz"
      ]
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    {
      "page": "rbind.shapviz",
      "title": "Rowbinds Multiple \"shapviz\" or \"mshapviz\" Objects",
      "topics": [
        "rbind.mshapviz",
        "rbind.shapviz"
      ]
    },
    {
      "page": "shapviz",
      "title": "Initialize \"shapviz\" Object",
      "topics": [
        "shapviz",
        "shapviz.default",
        "shapviz.explain",
        "shapviz.H2OModel",
        "shapviz.kernelshap",
        "shapviz.lgb.Booster",
        "shapviz.matrix",
        "shapviz.predict_parts",
        "shapviz.shapr",
        "shapviz.treeshap",
        "shapviz.xgb.Booster"
      ]
    },
    {
      "page": "split.shapviz",
      "title": "Splits \"shapviz\" Object",
      "topics": [
        "split.shapviz"
      ]
    },
    {
      "page": "summary.shapviz",
      "title": "Summarizes \"shapviz\" Object",
      "topics": [
        "summary.shapviz"
      ]
    },
    {
      "page": "sv_dependence",
      "title": "SHAP Dependence Plot",
      "topics": [
        "sv_dependence",
        "sv_dependence.default",
        "sv_dependence.mshapviz",
        "sv_dependence.shapviz"
      ]
    },
    {
      "page": "sv_dependence2D",
      "title": "2D SHAP Dependence Plot",
      "topics": [
        "sv_dependence2D",
        "sv_dependence2D.default",
        "sv_dependence2D.mshapviz",
        "sv_dependence2D.shapviz"
      ]
    },
    {
      "page": "sv_force",
      "title": "SHAP Force Plot",
      "topics": [
        "sv_force",
        "sv_force.default",
        "sv_force.mshapviz",
        "sv_force.shapviz"
      ]
    },
    {
      "page": "sv_importance",
      "title": "SHAP Importance Plots",
      "topics": [
        "sv_importance",
        "sv_importance.default",
        "sv_importance.mshapviz",
        "sv_importance.shapviz"
      ]
    },
    {
      "page": "sv_interaction",
      "title": "SHAP Interaction Plot",
      "topics": [
        "sv_interaction",
        "sv_interaction.default",
        "sv_interaction.mshapviz",
        "sv_interaction.shapviz"
      ]
    },
    {
      "page": "sv_waterfall",
      "title": "SHAP Waterfall Plot",
      "topics": [
        "sv_waterfall",
        "sv_waterfall.default",
        "sv_waterfall.mshapviz",
        "sv_waterfall.shapviz"
      ]
    }
  ],
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