R SDK

Use the Arize R package to monitor machine learning predictions to observe your machine learning models and their features, predicted labels, and actual labels with just few lines of code.

Installing the package

install.packages("devtools")
devtools::install_github("Arize-ai/client_r")
library(arize)

Arize R SDK requires R Version >= R 4.1.2

Instrumenting your model

Client$new()- initialize the client used to publish predictions

Logtrainingrecords Client$New()

⌘I

OpenTelemetry and OpenInference

Prompts

Evaluators

adb

Machine Learning

Installing the package

Instrumenting your model

​Installing the package

​Instrumenting your model

Installing the package

Instrumenting your model