Package: Peanut 0.9-3

Peanut:Parameterized Bayesian Networks, Abstract Classes

This provides support of learning conditional probability tables parameterized using CPTtools. This provides and object oriented layer on top of a CPTtools, to facilitate calculations with Parameterized models for Bayesian networks. Peanut is a collection of abstract classes and generic functions defining a protocol, with the intent that the protocol can be implemented with different Bayes net engines. The companion pacakge PNetica provides an implementation using Netica and RNetica.

Authors:Russell Almond

Peanut_0.9-3.tar.gz
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Peanut.pdf |Peanut.html✨
Peanut/json (API)

Peer review:

Bug tracker:https://github.com/ralmond/peanut/issues

On CRAN:

bayesian-networkknowledge-representation

131 exports 1 stars 0.91 score 30 dependencies 2 dependents

Last updated 10 months agofrom:d6c4b8d0dd

Exports:as.legal.nameas.Pnetas.PnodeBuildAllTablesBuildNetManifestBuildNodeManifestBuildTablecalcExpTablescalcPnetLLikecalcStatClearWarehouseCompensatoryGadgetDPCGadgetflattenStatsflog.tryGEMfitGetPriorWeightis.legal.nameis.Pnetis.PnetWarehouseis.Pnodeis.PnodeWarehouseis.validisPnodeContinuousMakeCompensatoryGadgetMakeDPCGadgetMakeOffsetGadgetMakeRegressionGadgetmaxAllTableParamsmaxCPTParamOffsetGadgetOmega2PnetPnetPnet2OmegaPnet2QmatPnetAdjoinPnetCompilePnetDescriptionPnetDescription<-PnetDetachPnetFindNodePnetHubPnetHub<-PnetMakeStubNodesPnetNamePnetName<-PnetPathnamePnetPathname<-PnetPnodesPnetPnodes<-PnetPriorWeightPnetPriorWeight<-PnetRemoveStubNodesPnetSerializePnetTitlePnetTitle<-PnetUnserializePnodePnodeAlphasPnodeAlphas<-PnodeBetasPnodeBetas<-PnodeDefaultAlphasPnodeDefaultBetasPnodeDescriptionPnodeDescription<-PnodeEAPPnodeEvidencePnodeEvidence<-PnodeLabelsPnodeLabels<-PnodeLinkPnodeLink<-PnodeLinkScalePnodeLinkScale<-PnodeLnAlphasPnodeLnAlphas<-PnodeMarginPnodeMedianPnodeMinPnodeModePnodeNamePnodeName<-PnodeNetPnodeNumParentsPnodeNumStatesPnodeParentNamesPnodeParentsPnodeParents<-PnodeParentStatesPnodeParentTvalsPnodePostWeightPnodePriorWeightPnodePriorWeight<-PnodeProbsPnodeProbs<-PnodeQPnodeQ<-PnodeRulesPnodeRules<-PnodeSDPnodeStateBoundsPnodeStateBounds<-PnodeStateDescriptionsPnodeStateDescriptions<-PnodeStatesPnodeStates<-PnodeStateTitlesPnodeStateTitles<-PnodeStateValuesPnodeStateValues<-PnodeTitlePnodeTitle<-Qmat2PnetRegressionGadgetshowStatisticStatNametopsortunserializePnetWarehouseCopyWarehouseDataWarehouseFetchWarehouseFreeWarehouseInventoryWarehouseMakeWarehouseManifestWarehouseManifest<-WarehouseSaveWarehouseSupplyWarehouseUnpack

Dependencies:clicpp11CPTtoolsdplyreinsumfansiformatRfutile.loggerfutile.optionsgenericsgluejsonlitelambda.rlifecyclemagrittrmathjaxrpillarpkgconfigpurrrR6Rcpprlangstringistringrtibbletidyrtidyselectutf8vctrswithr