{ "_id": "6a192a88acfb0bcc41dcdd20", "Package": "PNetica", "Version": "0.9-3", "Date": "2023/08/20", "Title": "Parameterized Bayesian Networks Netica Interface", "Author": "Russell Almond", "Authors@R": "person(given = \"Russell\",\nfamily = \"Almond\",\nrole = c(\"aut\", \"cre\"),\nemail = \"ralmond@fsu.edu\",\ncomment = c(ORCID = \"0000-0002-8876-9337\"))", "Maintainer": "Russell Almond ", "VignetteBuilder": "knitr", "Description": "This package provides RNetica implementation of Peanut\ninterface.This provides an implementation of the Peanut\nprotocol using the Netica (RNetica) Bayesian network engine.\nThis allows parameters of parametric Bayesian network models\nwritten and Netica and using Peanut to be processed with R\ntools, and the parameter saved in the Netica objects.", "License": "Artistic-2.0", "URL": "http://pluto.coe.fsu.edu/RNetica", "Support": "c( 'Bill & Melinda Gates Foundation grant \"Games as\nLearning/Assessment: Stealth Assessment\" (#0PP1035331, Val\nShute, PI)', 'National Science Foundation grant \"DIP:\nGame-based Assessment and Support of STEM-related Competencies\"\n(#1628937, Val Shute, PI)', 'National Science Foundation grant\n\"Mathematical Learning via Architectural Design and Modeling\nUsing E-Rebuild.\" (\\#1720533, Fengfeng Ke, PI)', 'Institute of\nEducational Statistics Grant: \"Exploring adaptive cognitive and\naffective learning support for next-generation STEM learning\ngames.\" (#R305A170376-20, Val Shute and Russell Almond, PIs')", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://ralmond.r-universe.dev", "Date/Publication": "2026-01-27 22:13:34 UTC", "RemoteUrl": "https://github.com/ralmond/PNetica", "RemoteRef": "HEAD", "RemoteSha": "f8e9b4c8ea0dbe2bd82f403e2810e062258b4fba", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-27 09:33:27 UTC", "User": "root" }, "MD5sum": "56148c725a9f7b2e1cad7a158d4524be", "_user": "ralmond", "_type": "src", "_file": "PNetica_0.9-3.tar.gz", "_fileid": "bbbdf1f138d6f00d9eeb95d9488de5ecf4c482e2447aa1be61e776dfa91b6ce4", "_filesize": 458651, "_sha256": "bbbdf1f138d6f00d9eeb95d9488de5ecf4c482e2447aa1be61e776dfa91b6ce4", "_created": "2026-05-27T09:33:27.000Z", "_published": "2026-05-29T05:56:24.128Z", "_distro": "noble", "_jobs": [ { "job": 78445796440, "time": 161, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "7284068721" }, { "job": 78445796436, "time": 144, "config": "linux-release-x86_64", "r": "4.6.0", "check": "ERROR", "artifact": "7284065465" }, { "job": 78445796430, "time": 72, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "FAIL", "artifact": "" }, { "job": 78445796441, "time": 84, "config": "macos-release-arm64", "r": "4.6.0", "check": "FAIL", "artifact": "" }, { "job": 78445796456, "time": 193, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7236956591" }, { "job": 78445796928, "time": 101, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7236991557" }, { "job": 78445796447, "time": 97, "config": "windows-devel", "r": "4.7.0", "check": "ERROR", "artifact": "7284056828" }, { "job": 78445796453, "time": 78, "config": "windows-oldrel", "r": "4.5.3", "check": "ERROR", "artifact": "7284053260" }, { "job": 78445796445, "time": 101, "config": "windows-release", "r": "4.6.0", "check": "ERROR", "artifact": "7284058748" } ], "_buildurl": "https://github.com/r-universe/ralmond/actions/runs/26503000741", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/ralmond/PNetica", "_commit": { "id": "f8e9b4c8ea0dbe2bd82f403e2810e062258b4fba", "author": "Russell G Almond ", "committer": "Russell G Almond ", "message": "wrapped spoke names in `as.IDname()` to prevent problems with long names.\n", "time": 1769552014 }, "_maintainer": { "name": "Russell Almond", "email": "ralmond@fsu.edu", "login": "ralmond", "orcid": "0000-0002-8876-9337", "description": "Assoc. Prof. of Measurement & Statistics @fsu", "uuid": 1767426 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.0", "role": "Depends" }, { "package": "RNetica", "version": ">= 0.7", "role": "Depends" }, { "package": "CPTtools", "version": ">= 0.5", "role": "Depends" }, { "package": "Peanut", "version": ">= 0.8", "role": "Depends" }, { "package": "methods", "role": "Depends" }, { "package": "futile.logger", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "tidyr", "role": "Suggests" }, { "package": "shiny", "role": "Suggests" } ], "_owner": "ralmond", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-05", "n": 1 } ], "_tags": [], "_topics": [ "bayesian-network" ], "_stars": 1, "_contributors": [ { "user": "ralmond", "count": 47, "uuid": 1767426 } ], "_userbio": { "uuid": 1767426, "type": "user", "name": "Russell Almond", "description": "Assoc. Prof. of Measurement & Statistics @FSU" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/PNetica" }, "_devurl": "https://github.com/ralmond/pnetica", "_searchresults": 19, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/PNetica.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_cranurl": false, "_exports": [ "as.legal.name", "as.Pnet", "as.Pnode", "BNWarehouse", "BuildTable", "calcExpTables", "calcPnetLLike", "ClearWarehouse", "is.legal.name", "is.Pnet", "is.PnetWarehouse", "is.Pnode", "is.PnodeWarehouse", "is.valid", "isPnodeContinuous", "MakePnet.NeticaBN", "MakePnode.NeticaNode", "maxCPTParam", "NNWarehouse", "PnetCompile", "PnetDescription", "PnetDescription<-", "PnetFindNode", "PnetHub", "PnetHub<-", "PnetName", "PnetName<-", "PnetPathname", "PnetPathname<-", "PnetPnodes", "PnetPnodes<-", "PnetPriorWeight", "PnetPriorWeight<-", "PnetSerialize", "PnetTitle", "PnetTitle<-", "Pnode", "PnodeBetas", "PnodeBetas<-", "PnodeDescription", "PnodeDescription<-", "PnodeEAP", "PnodeEvidence", "PnodeEvidence<-", "PnodeLabels", "PnodeLabels<-", "PnodeLink", "PnodeLink<-", "PnodeLinkScale", "PnodeLinkScale<-", "PnodeLnAlphas", "PnodeLnAlphas<-", "PnodeMargin", "PnodeMedian", "PnodeMode", "PnodeName", "PnodeName<-", "PnodeNet", "PnodeNumParents", "PnodeNumStates", "PnodeParentNames", "PnodeParents", "PnodeParents<-", "PnodeParentTvals", "PnodePostWeight", "PnodePriorWeight", "PnodePriorWeight<-", "PnodeProbs", "PnodeProbs<-", "PnodeQ", "PnodeQ<-", "PnodeRules", "PnodeRules<-", "PnodeSD", "PnodeStateBounds", "PnodeStateBounds<-", "PnodeStateDescriptions", "PnodeStateDescriptions<-", "PnodeStates", "PnodeStates<-", "PnodeStateTitles", "PnodeStateTitles<-", "PnodeStateValues", "PnodeStateValues<-", "PnodeTitle", "PnodeTitle<-", "unserializePnet", "WarehouseCopy", "WarehouseData", "WarehouseDirectory", "WarehouseDirectory<-", "WarehouseFetch", "WarehouseFree", "WarehouseInventory", "WarehouseMake", "WarehouseManifest", "WarehouseManifest<-", "WarehouseSave", "WarehouseSupply", "WarehouseUnpack" ], "_help": [ { "page": "PNetica-package", "title": "Parameterized Bayesian Networks Netica Interface", "topics": [ "PNetica-package", "PNetica" ] }, { "page": "BNWarehouse", "title": "Constructor for the 'BNWarehosue' class.", "topics": [ "BNWarehouse" ] }, { "page": "BNWarehouse-class", "title": "Class '\"BNWarehouse\"'", "topics": [ "as.legal.name,BNWarehouse-method", "BNWarehouse-class", "ClearWarehouse,BNWarehouse-method", "is.legal.name,BNWarehouse-method", "is.PnetWarehouse,BNWarehouse-method", "is.valid,BNWarehouse-method", "WarehouseCopy,BNWarehouse,NeticaBN-method", "WarehouseData,BNWarehouse-method", "WarehouseDirectory,BNWarehouse-method", "WarehouseDirectory<-,BNWarehouse-method", "WarehouseFetch,BNWarehouse-method", "WarehouseFree,BNWarehouse-method", "WarehouseInventory,BNWarehouse-method", "WarehouseMake,BNWarehouse-method", "WarehouseManifest,BNWarehouse-method", "WarehouseManifest<-,BNWarehouse,data.frame-method", "WarehouseSave,BNWarehouse,character-method", "WarehouseSave,BNWarehouse,NeticaBN-method", "WarehouseSupply,BNWarehouse-method", "WarehouseUnpack,BNWarehouse-method" ] }, { "page": "BuildTable", "title": "Builds the conditional probability table for a Pnode", "topics": [ "BuildTable,NeticaNode-method" ] }, { "page": "calcExpTables", "title": "Calculate expected tables for a Pnet.NeticaBN", "topics": [ "calcExpTables,NeticaBN-method" ] }, { "page": "calcPnetLLike", "title": "Calculates the log likelihood for a set of data under a Pnet.NeticaBN model", "topics": [ "calcPnetLLike,NeticaBN-method" ] }, { "page": "MakePnet.NeticaBN", "title": "Creates a NeticaBN object which is also a Pnet", "topics": [ "MakePnet.NeticaBN" ] }, { "page": "MakePnode.NeticaNode", "title": "Makes a Pnode which is also a Netica Node", "topics": [ "MakePnode.NeticaNode" ] }, { "page": "maxCPTParam", "title": "Find optimal parameters of a Pnode.NeticaNode to match expected tables", "topics": [ "maxCPTParam,NeticaNode-method" ] }, { "page": "NNWarehouse", "title": "Constructor for the 'NNWarehosue' class.", "topics": [ "NNWarehouse" ] }, { "page": "NNWarehouse-class", "title": "Class '\"NNWarehouse\"'", "topics": [ "as.legal.name,NNWarehouse-method", "ClearWarehouse,NNWarehouse-method", "is.legal.name,NNWarehouse-method", "is.PnodeWarehouse,NNWarehouse-method", "is.valid,NNWarehouse-method", "NNWarehouse-class", "WarehouseCopy,NNWarehouse,NeticaNode-method", "WarehouseData,NNWarehouse-method", "WarehouseFetch,NNWarehouse-method", "WarehouseFree,NNWarehouse-method", "WarehouseInventory,NNWarehouse-method", "WarehouseMake,NNWarehouse-method", "WarehouseManifest,NNWarehouse-method", "WarehouseManifest<-,NNWarehouse,data.frame-method", "WarehouseSave,NNWarehouse,ANY-method", "WarehouseSupply,NNWarehouse-method" ] }, { "page": "Pnet.NeticaBN", "title": "Class '\"NeticaBN\"' as a '\"Pnet\"'", "topics": [ "as.Pnet,NeticaBN-method", "is.Pnet,NeticaBN-method", "Pnet.NeticaBN", "PnetCompile,NeticaBN-method", "PnetDescription,NeticaBN-method", "PnetDescription<-,NeticaBN-method", "PnetHub,NeticaBN-method", "PnetHub<-,NeticaBN-method", "PnetName,NeticaBN-method", "PnetName<-,NeticaBN-method", "PnetPathname,NeticaBN-method", "PnetPathname<-,NeticaBN-method", "PnetPriorWeight,NeticaBN-method", "PnetPriorWeight<-,NeticaBN-method", "PnetTitle,NeticaBN-method", "PnetTitle<-,NeticaBN-method" ] }, { "page": "PnetAdjoin", "title": "Merges (or separates) two Pnets with common variables", "topics": [ "PnetAdjoin,NeticaBN-method", "PnetDetach,NeticaBN-method" ] }, { "page": "PnetFindNode", "title": "Finds nodes in a Netica Pnet.", "topics": [ "PnetFindNode,NeticaBN-method", "PnetPnodes,NeticaBN-method", "PnetPnodes<-,NeticaBN-method" ] }, { "page": "PnetName", "title": "Gets or Sets the name of a Netica network.", "topics": [ "PnetName", "PnetName<-" ] }, { "page": "PnetSerialize", "title": "Methods for (un)serializing a Netica Network", "topics": [ "PnetSerialize,NeticaBN-method", "PnetSerialize-methods", "unserializePnet,NeticaSession-method", "unserializePnet-methods" ] }, { "page": "PnetTitle", "title": "Gets the title or comments associated with a Netica network.", "topics": [ "PnetDescription", "PnetDescription<-", "PnetTitle", "PnetTitle<-" ] }, { "page": "Pnode.NeticaNode", "title": "Class '\"NeticaNode\"' as a '\"Pnode\"'", "topics": [ "isPnodeContinuous,NeticaNode-method", "Pnode.NeticaNode", "PnodeDescription,NeticaNode-method", "PnodeDescription<-,NeticaNode-method", "PnodeLabels,NeticaNode-method", "PnodeLabels<-,NeticaNode-method", "PnodeName,NeticaNode-method", "PnodeName<-,NeticaNode-method", "PnodeNet,NeticaNode-method", "PnodeNumParents,NeticaNode-method", "PnodeParentNames,NeticaNode-method", "PnodeParents,NeticaNode-method", "PnodeParents<-,NeticaNode-method", "PnodeProbs,NeticaNode-method", "PnodeProbs<-,NeticaNode-method", "PnodeTitle,NeticaNode-method", "PnodeTitle<-,NeticaNode-method" ] }, { "page": "Pnode.Properties", "title": "Properties of class '\"NeticaNode\"' as a '\"Pnode\"'", "topics": [ "as.Pnode,NeticaNode-method", "is.Pnode,NeticaNode-method", "Pnode,NeticaNode-method", "Pnode.Properties", "PnodeBetas,NeticaNode-method", "PnodeBetas<-,NeticaNode-method", "PnodeLink,NeticaNode-method", "PnodeLink<-,NeticaNode-method", "PnodeLinkScale,NeticaNode-method", "PnodeLinkScale<-,NeticaNode-method", "PnodeLnAlphas,NeticaNode-method", "PnodeLnAlphas<-,NeticaNode-method", "PnodePostWeight,NeticaNode-method", "PnodePriorWeight,NeticaNode-method", "PnodePriorWeight<-,NeticaNode-method", "PnodeQ,NeticaNode-method", "PnodeQ<-,NeticaNode-method", "PnodeRules,NeticaNode-method", "PnodeRules<-,NeticaNode-method" ] }, { "page": "Pnode.States", "title": "States of the '\"NeticaNode\"' as a '\"Pnode\"'", "topics": [ "Pnode.States", "PnodeNumStates,NeticaNode-method", "PnodeStateBounds,NeticaNode-method", "PnodeStateBounds<-,NeticaNode-method", "PnodeStateDescriptions,NeticaNode-method", "PnodeStateDescriptions<-,NeticaNode-method", "PnodeStates,NeticaNode-method", "PnodeStates<-,NeticaNode-method", "PnodeStateTitles,NeticaNode-method", "PnodeStateTitles<-,NeticaNode-method", "PnodeStateValues,NeticaNode-method", "PnodeStateValues<-,NeticaNode-method" ] }, { "page": "PnodeEvidence", "title": "Gets or sets the value of a Pnode.", "topics": [ "PnodeEvidence,NeticaNode-method", "PnodeEvidence.NeticaNode", "PnodeEvidence<-,NeticaNode,ANY-method", "PnodeEvidence<-,NeticaNode,character-method", "PnodeEvidence<-,NeticaNode,difftime-method", "PnodeEvidence<-,NeticaNode,factor-method", "PnodeEvidence<-,NeticaNode,logical-method", "PnodeEvidence<-,NeticaNode,NULL-method", "PnodeEvidence<-,NeticaNode,numeric-method" ] }, { "page": "PnodeParentTvals", "title": "Fetches a list of numeric variables corresponding to parent states", "topics": [ "PnodeParentTvals,NeticaNode-method" ] }, { "page": "Statistic.NeticaNode", "title": "Statistic methods for '\"NeticaBN\"' class.", "topics": [ "PnodeEAP,NeticaBN,character-method", "PnodeEAP,NeticaBN,NeticaNode-method", "PnodeMargin,NeticaBN,character-method", "PnodeMargin,NeticaBN,NeticaNode-method", "PnodeMedian,NeticaBN,character-method", "PnodeMedian,NeticaBN,NeticaNode-method", "PnodeMode,NeticaBN,character-method", "PnodeMode,NeticaBN,NeticaNode-method", "PnodeSD,NeticaBN,character-method", "PnodeSD,NeticaBN,NeticaNode-method", "Statistic.NeticaNode" ] }, { "page": "WarehouseDirectory", "title": "Gets or sets the directory associated with an BNWarehouse", "topics": [ "WarehouseDirectory", "WarehouseDirectory<-" ] } ], "_pkglogo": "https://github.com/ralmond/PNetica/raw/HEAD/man/figures/logo.svg", "_readme": "https://github.com/ralmond/PNetica/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "CPTtools", "dplyr", "einsum", "formatR", "futile.logger", "futile.options", "generics", "glue", "jsonlite", "lambda.r", "lifecycle", "magrittr", "mathjaxr", "Peanut", "pillar", "pkgconfig", "purrr", "R.methodsS3", "R.oo", "R.utils", "R6", "Rcpp", "rlang", "RNetica", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "withr" ], "_score": 1.9777236052888476, "_indexed": true, "_nocasepkg": "pnetica", "_universes": [ "ralmond" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.9-3", "date": "2026-05-29T05:55:26.000Z", "distro": "noble", "commit": "f8e9b4c8ea0dbe2bd82f403e2810e062258b4fba", "fileid": "5ba79e4f089538626dbe521e21a6808179350e2e4421d071b75e5c289cacb1f9", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/ralmond/actions/runs/26503000741" }, { "r": "4.6.0", "os": "linux", "version": "0.9-3", "date": "2026-05-29T05:55:06.000Z", "distro": "noble", "commit": "f8e9b4c8ea0dbe2bd82f403e2810e062258b4fba", "fileid": 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