AzureML (version 0.2.10)

AzureML-package: Interface to Azure ML Studio datasets and experiments.

Description

Allows you to work with Azure ML Studio datasets and experiments directly from R.

Summary of functions

1. Create a reference to an Azure ML workspace

• Workspace: workspace

2. Datasets

• List available datasets: datasets
• Download datasets: download.datasets
• Upload a dataset: upload.dataset
• Delete datasets: delete.datasets

3. Experiments

• Get experiments: experiments
• Get data from an experiment port: download.intermediate.dataset

4. Web Services

• List available services: services
• Consume a web service (run data through it and retrieve result): consume
• Publish an R function as a web service: publishWebService
• Update an existing web service: updateWebService
• List web service endpoints: endpoints

5. Configure a settings file with your AzureML secrets The workspace function optionally reads your AzureML credentials from a settings file located at ~/.azureml/settings.json. You can read and write this file using:

• Write: write.AzureML.config
• Read: read.AzureML.config