Arize AI
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R SDK
Arize AI for Model Monitoring, Troubleshooting, and Explainability
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

1
install.packages("devtools")
2
devtools::install_github("Arize-ai/client_r")
3
library(arize)
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Arize R SDK requires R Version >= R 4.1.2

Instrumenting your model

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