{ "_id": "6a1f00e0b401979e7341aeb2", "Package": "ganDataModel", "Type": "Package", "Title": "Build a Metric Subspaces Data Model for a Data Source", "Version": "2.0.1", "Date": "2025-12-19", "Author": "Werner Mueller [aut, cre]", "Maintainer": "Werner Mueller ", "Description": "Neural networks are applied to create a density value\nfunction which approximates density values for a data source.\nThe trained neural network is analyzed for different levels.\nFor each level metric subspaces with density values above a\nlevel are determined. The obtained set of metric subspaces and\nthe trained neural network are assembled into a data model. A\nprerequisite is the definition of a data source, the generation\nof generative data and the calculation of density values. These\ntasks are executed using package 'ganGenerativeData'\n.", "License": "GPL (>= 2)", "RoxygenNote": "7.3.3", "SystemRequirements": "TensorFlow (https://www.tensorflow.org)", "NeedsCompilation": "yes", "Encoding": "UTF-8", "Authors@R": "person(given = \"Werner\", family = \"Mueller\", role = c(\"aut\", \"cre\"), email = \"werner.mueller5@chello.at\")", "Packaged": { "Date": "2026-05-18 08:50:28 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2025-12-19 11:40:02 UTC", "RemoteUrl": "https://github.com/cran/ganDataModel", "RemoteRef": "HEAD", "RemoteSha": "d55f36221793973ec5dfccc962e9e989410ec3e2", "MD5sum": "590ecfcdb239070bb1fb5e0e2fe8974e", "_user": "cran", "_type": "src", "_file": "ganDataModel_2.0.1.tar.gz", "_fileid": "e6f9fc4596dcfec59896c2e422006773bbcd37446530b7022577f280d9139f43", "_filesize": 1579728, "_sha256": "e6f9fc4596dcfec59896c2e422006773bbcd37446530b7022577f280d9139f43", "_created": "2026-05-18T08:50:28.000Z", "_published": "2026-06-02T16:12:16.551Z", "_distro": "noble", "_jobs": [ { "job": 79117340194, "time": 146, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7053431846" }, { "job": 79117340282, "time": 147, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7053432065" }, { "job": 79117340607, "time": 166, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7053437391" }, { "job": 79117340230, "time": 147, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7053431698" }, { "job": 79117339080, "time": 186, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7053381675" }, { "job": 79117339108, "time": 116, "config": "wasm-release", "r": "4.6.0", "check": "FAIL", "artifact": "" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26023133177", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/ganDataModel", "_commit": { "id": "d55f36221793973ec5dfccc962e9e989410ec3e2", "author": "Werner Mueller ", "committer": "cran-robot ", "message": "version 2.0.1\n", "time": 1766144402 }, "_maintainer": { "name": "Werner Mueller", "email": "werner.mueller5@chello.at" }, "_registered": true, "_dependencies": [ { "package": "Rcpp", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.3", "role": "Imports" }, { "package": "tensorflow", "version": ">= 2.0.0", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2025-51", "n": 1 } ], "_tags": [ { "name": "2.0.1", "date": "2025-12-19" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 216, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ganDataModel" }, "_searchresults": 2, "_topics": [ "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/ganDataModel.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.0.2", "date": "2022-07-16" }, { "version": "1.1.1", "date": "2022-12-19" }, { "version": "1.1.2", "date": "2023-03-05" }, { "version": "1.1.3", "date": "2023-04-02" }, { "version": "1.1.4", "date": "2023-05-07" }, { "version": "1.1.5", "date": "2023-12-14" }, { "version": "1.1.6", "date": "2024-01-21" }, { "version": "1.1.7", "date": "2024-07-21" }, { "version": "2.0.1", "date": "2025-12-19" } ], "_exports": [ "dmBuildMetricSubspaces", "dmCalculateDensityValue", "dmGetContainedInMetricSubspaces", "dmGetLevels", "dmGetMetricSubspaceProperties", "dmPlotEvaluateDataSourceParameters", "dmPlotMetricSubspaceParameters", "dmPlotMetricSubspaces", "dmRead", "dmRemoveMetricSubspaces", "dmReset", "dmTrain" ], "_help": [ { "page": "ganDataModel-package", "title": "Build a Metric Subspaces Data Model for a Data Source", "topics": [ "ganDataModel-package", "ganDataModel" ] }, { "page": "dmBuildMetricSubspaces", "title": "Build metric subspaces for a level", "topics": [ "dmBuildMetricSubspaces" ] }, { "page": "dmCalculateDensityValue", "title": "Calculate a density value for a data record", "topics": [ "dmCalculateDensityValue" ] }, { "page": "dmGetContainedInMetricSubspaces", "title": "Get metric subspaces in which a data record is contained", "topics": [ "dmGetContainedInMetricSubspaces" ] }, { "page": "dmGetLevels", "title": "Get levels for metric subspaces", "topics": [ "dmGetLevels" ] }, { "page": "dmGetMetricSubspaceProperties", "title": "Get metric subspace properties for a level", "topics": [ "dmGetMetricSubspaceProperties" ] }, { "page": "dmPlotEvaluateDataSourceParameters", "title": "Specify plot parameters for evaluated data source", "topics": [ "dmPlotEvaluateDataSourceParameters" ] }, { "page": "dmPlotMetricSubspaceParameters", "title": "Specify plot parameters for metric subspaces for a level", "topics": [ "dmPlotMetricSubspaceParameters" ] }, { "page": "dmPlotMetricSubspaces", "title": "Create an image file for metric subspaces", "topics": [ "dmPlotMetricSubspaces" ] }, { "page": "dmRead", "title": "Read a data model and generative data", "topics": [ "dmRead" ] }, { "page": "dmRemoveMetricSubspaces", "title": "Remove metric subspaces for a level", "topics": [ "dmRemoveMetricSubspaces" ] }, { "page": "dmReset", "title": "Reset API", "topics": [ "dmReset" ] }, { "page": "dmTrain", "title": "Train a neural network which approximates density values for a data source", "topics": [ "dmTrain" ] } ], "_rundeps": [ "backports", "base64enc", "cli", "config", "glue", "here", "jsonlite", "lattice", "lifecycle", "magrittr", "Matrix", "png", "processx", "ps", "R6", "rappdirs", "Rcpp", "RcppTOML", "reticulate", "rlang", "rprojroot", "rstudioapi", "tensorflow", "tfautograph", "tfruns", "tidyselect", "vctrs", "whisker", "withr", "yaml" ], "_sysdeps": [ { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 1, "_indexed": true, "_nocasepkg": "gandatamodel", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.0.1", "date": "2026-05-18T08:52:53.000Z", "distro": "noble", "arch": "aarch64", "commit": "d55f36221793973ec5dfccc962e9e989410ec3e2", "fileid": "e03544d018e4aae49892c6c1814153a209825ed83b11ff9ea51eb7947d81c0c2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26023133177" }, { "r": "4.7.0", "os": "linux", "version": "2.0.1", "date": "2026-05-18T08:52:45.000Z", "distro": "noble", "arch": "x86_64", "commit": "d55f36221793973ec5dfccc962e9e989410ec3e2", "fileid": "27e0962d59a9478321f41efc87c34a625565acfe3d23f503ba2b3f349e2288f7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26023133177" }, { "r": "4.6.0", "os": "linux", "version": "2.0.1", "date": "2026-05-18T08:53:08.000Z", "distro": "noble", "arch": "aarch64", "commit": "d55f36221793973ec5dfccc962e9e989410ec3e2", "fileid": "edf99fba53bf400041e75b27acd47d22513b73b42ee939599f63a23a869f1974", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26023133177" }, { "r": "4.6.0", "os": "linux", "version": "2.0.1", "date": "2026-05-18T08:52:46.000Z", "distro": "noble", "arch": "x86_64", "commit": "d55f36221793973ec5dfccc962e9e989410ec3e2", "fileid": "fe35c82088ba6af18bd756b421d16a6cba0a6d8298e0c0ec0a8f3795b3c483cb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26023133177" } ] }