6.1.2 About the Oracle Machine Learning for R Packages

The Oracle Machine Learning for R packages are a set of Oracle proprietary packages that support Oracle Machine Learning for R.

These packages are required on each client computer and on the server computer that hosts Oracle Machine Learning for R Server. On the server, the Oracle Machine Learning for R packages are installed automatically by the Oracle Machine Learning for R Server installation script.

Note:

The version of the Oracle Machine Learning for R packages on the client must match the version of the Oracle Machine Learning for R packages on the server.

Table 6-1 Oracle Machine Learning for R Packages

Package Name Description

ORE

The top-level package for Oracle Machine Learning for R.

OREbase

Corresponds to the open source R base package.

OREcommon

Contains common low-level functionality for Oracle Machine Learning for R.

OREdm

Exposes Oracle Data Mining algorithms through R.

OREdplyr

Transparently implements dplyr data manipulation functions for ore.frame and ore.numeric objects.

OREds

 Contains functions for datastore operations.

OREeda

Contains functions for exploratory data analysis.

OREembed

Supports embedded R.

OREgraphics

Corresponds to the open source R graphics package.

OREmodels

Contains functions for advanced analytical modeling.

OREpredict

Enables scoring data in Oracle AI Databaseusing R models.

OREstats

Corresponds to the open source R stats package.

ORExml

Supports XML translation between R and Oracle AI Database.

Parent topic: About Oracle Machine Learning for R Client