ibmdbR: IBM in-Database Analytics for R

Functionality required to efficiently use R with IBM DB2(C) for Linux, Unix and Windows, IBM dashDB(C) as well as DB2 for z/OS (C) in conjunction with IBM DB2 Analytics Accelerator (C). Many basic and complex R operations are pushed down into the database, which removes the main memory boundary of R and allows to make full use of parallel processing in the underlying database.

Author
IBM Corporation
Date of publication
2016-10-17 00:47:42
Maintainer
Alexander Eckert <inza@de.ibm.com>
License
GPL-3
Version
1.48.0

View on CRAN

Man pages

as.ida.data.frame
Convert an R object to an IDA data frame
createview
Create or drop a view
idaArule
Association Rule Mining
ida.col.def.methods
Available methods for ida.col.def
idaConnect
Open or closes a IDA database connection
ida.data.frame
Create an IDA data frame
ida.data.frame.methods
Available methods for ida.data.frame
idadf
Query, store and update data in the database.
idaDivCluster
Hierarchical (divisive) clustering
idaDropModel
Drop a predictive model from the database
idaGetModelName
Get the name of a model
idaGlm
Generalized Linear Models (GLM)
idaKMeans
k-means clustering
ida.list
Store and retrieve R objects in the database
idaListAccelerators
Show and set accelerator settings
ida.list.methods
Available methods for ida.list
idaListModels
List all predictive models in the database
idaLm
Linear regression
idaMerge
Merge IDA data frames
idaNb
Naive Bayes Classifier
idaQuery
Run an SQL query on the database
idaRetrieveModel
Retrieve a predictive model from the database
idaSample
Taking a random sample from a IDA data frame
idaTable
In-Database Cross Tabulation and Table Creation
idatools
Miscellaneous tools
idaTree
Decision and Regression tree
idaTwoStep
two step clustering
init
Initialize the In-Database Analytics functions
overview
IBM In-Database Analytics
showtables
Return a list of tables

Files in this package

ibmdbR
ibmdbR/inst
ibmdbR/inst/doc
ibmdbR/inst/doc/ibmdbR.pdf
ibmdbR/inst/doc/ibmdbR.Rnw
ibmdbR/tests
ibmdbR/tests/db2.RR
ibmdbR/tests/dashdb.RR
ibmdbR/tests/main.R
ibmdbR/NAMESPACE
ibmdbR/NEWS.md
ibmdbR/R
ibmdbR/R/connection.R
ibmdbR/R/idadf.R
ibmdbR/R/parse.formula.R
ibmdbR/R/plot.idaLm.R
ibmdbR/R/aggregate.R
ibmdbR/R/data.frame.methods.R
ibmdbR/R/data.frame.R
ibmdbR/R/AllClass.R
ibmdbR/R/glm.R
ibmdbR/R/sample.R
ibmdbR/R/divClust.R
ibmdbR/R/update.R
ibmdbR/R/nb.R
ibmdbR/R/statistics.R
ibmdbR/R/lm.R
ibmdbR/R/connect.R
ibmdbR/R/close.R
ibmdbR/R/list.R
ibmdbR/R/save.R
ibmdbR/R/sql.R
ibmdbR/R/model.management.R
ibmdbR/R/kMeans.R
ibmdbR/R/merge.R
ibmdbR/R/rules.R
ibmdbR/R/twoStep.R
ibmdbR/R/coldef.R
ibmdbR/R/tree.R
ibmdbR/vignettes
ibmdbR/vignettes/ibmdbR.Rnw
ibmdbR/README.md
ibmdbR/MD5
ibmdbR/build
ibmdbR/build/vignette.rds
ibmdbR/DESCRIPTION
ibmdbR/man
ibmdbR/man/idaDropModel.Rd
ibmdbR/man/idaSample.Rd
ibmdbR/man/idaConnect.Rd
ibmdbR/man/init.Rd
ibmdbR/man/ida.data.frame.methods.Rd
ibmdbR/man/idaTree.Rd
ibmdbR/man/overview.Rd
ibmdbR/man/ida.col.def.methods.Rd
ibmdbR/man/ida.list.Rd
ibmdbR/man/idatools.Rd
ibmdbR/man/as.ida.data.frame.Rd
ibmdbR/man/idaArule.Rd
ibmdbR/man/ida.list.methods.Rd
ibmdbR/man/createview.Rd
ibmdbR/man/idaListModels.Rd
ibmdbR/man/showtables.Rd
ibmdbR/man/idaKMeans.Rd
ibmdbR/man/idaQuery.Rd
ibmdbR/man/ida.data.frame.Rd
ibmdbR/man/idadf.Rd
ibmdbR/man/idaNb.Rd
ibmdbR/man/idaRetrieveModel.Rd
ibmdbR/man/idaLm.Rd
ibmdbR/man/idaGetModelName.Rd
ibmdbR/man/idaDivCluster.Rd
ibmdbR/man/idaMerge.Rd
ibmdbR/man/idaTable.Rd
ibmdbR/man/idaListAccelerators.Rd
ibmdbR/man/idaTwoStep.Rd
ibmdbR/man/idaGlm.Rd