AzureML: Interface with Azure Machine Learning Datasets, Experiments and Web Services

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Functions and datasets to support Azure Machine Learning. This allows you to interact with datasets, as well as publish and consume R functions as API services.

Author
Andrie de Vries [aut, cre], Microsoft Corporation [cph], Revolution Analytics [cph] (Code adapted from the foreach package)
Date of publication
2016-08-21 14:03:03
Maintainer
Andrie de Vries <adevries@microsoft.com>
License
MIT + file LICENSE
Version
0.2.13
URLs

View on CRAN

Man pages

AzureML-deprecated
Deprecated functions
AzureML-package
Interface to Azure ML Studio datasets and experiments.
consume
Use a web service to score data in list (key=value) format.
datasets
List datasets in an AzureML workspace.
delete.datasets
Delete datasets from an AzureML workspace.
deleteWebService
Delete a Microsoft Azure Web Service
discoverSchema
Discover web service schema.
download.datasets
Download one or more datasets from an AzureML workspace.
download.intermediate.dataset
Download a dataset from an AzureML experiment module.
endpointHelp
Display AzureML Web Service Endpoint Help Screens.
endpoints
List AzureML Web Service Endpoints
experiments
List experiments in an AzureML workspace.
getDetailsFromUrl
Helper function to extract information from a help page URL
is.Dataset
Test if an object is an Azure ML Dataset.
is.Endpoint
Test if an object is an Azure ML Endpoint.
is.Service
Test if an object is an Azure ML Service.
is.Workspace
Test if an object is an Azure ML Workspace.
publishWebService
Publish a function as a Microsoft Azure Web Service.
read.AzureML.config
Reads settings from configuration file in JSON format.
refresh
Refresh data in an AzureML workspace object.
services
List Available Web Services.
upload.dataset
Upload an R data frame to an AzureML workspace.
workspace
Create a reference to an AzureML Studio workspace.

Files in this package

AzureML
AzureML/inst
AzureML/inst/examples
AzureML/inst/examples/example_download.R
AzureML/inst/examples/example_upload.R
AzureML/inst/examples/example_publish.R
AzureML/inst/examples/example_experiments.R
AzureML/inst/examples/example_datasets.R
AzureML/inst/COPYRIGHTS
AzureML/inst/doc
AzureML/inst/doc/getting_started.Rmd
AzureML/inst/doc/getting_started.html
AzureML/tests
AzureML/tests/testthat.R
AzureML/tests/testthat
AzureML/tests/testthat/test-5-try_fetch.R
AzureML/tests/testthat/test-2-download-each-dataset-type.R
AzureML/tests/testthat/test-99-final.R
AzureML/tests/testthat/test-3-experiments-download.R
AzureML/tests/testthat/test-6-publish.R
AzureML/tests/testthat/test-1-workspace.R
AzureML/tests/testthat/test-2-multiple-dataset-download.R
AzureML/tests/testthat/test-2-datasets-upload-download-delete.R
AzureML/tests/testthat/config.json
AzureML/tests/testthat/test-1-workspace-no-config.R
AzureML/tests/testthat/test-7-discover.R
AzureML/tests/testthat/test-7-discover-schema.R
AzureML/NAMESPACE
AzureML/NEWS
AzureML/R
AzureML/R/deleteWebservice.R
AzureML/R/azureml-package.R
AzureML/R/services.R
AzureML/R/publish.R
AzureML/R/methods.R
AzureML/R/discover.R
AzureML/R/azureml-defunct.R
AzureML/R/internal.R
AzureML/R/config.R
AzureML/R/wrapper.R
AzureML/R/workspace.R
AzureML/R/zzz_test_helpers.R
AzureML/R/azureSchema.R
AzureML/R/fetch.R
AzureML/R/datasets.R
AzureML/R/zzz.R
AzureML/R/getsyms.R
AzureML/R/consume.R
AzureML/vignettes
AzureML/vignettes/authToken.png
AzureML/vignettes/getting_started.Rmd
AzureML/vignettes/workspaceID.png
AzureML/vignettes/getting_started.Rmd-original
AzureML/MD5
AzureML/build
AzureML/build/vignette.rds
AzureML/DESCRIPTION
AzureML/man
AzureML/man/publishWebService.Rd
AzureML/man/download.datasets.Rd
AzureML/man/figures
AzureML/man/figures/authorizationToken.pdf
AzureML/man/figures/workspace_id.png
AzureML/man/figures/authorization_token.png
AzureML/man/figures/workspaceId.pdf
AzureML/man/workspace.Rd
AzureML/man/getDetailsFromUrl.Rd
AzureML/man/endpointHelp.Rd
AzureML/man/is.Dataset.Rd
AzureML/man/services.Rd
AzureML/man/deleteWebService.Rd
AzureML/man/read.AzureML.config.Rd
AzureML/man/is.Service.Rd
AzureML/man/datasets.Rd
AzureML/man/consume.Rd
AzureML/man/download.intermediate.dataset.Rd
AzureML/man/is.Endpoint.Rd
AzureML/man/AzureML-package.Rd
AzureML/man/discoverSchema.Rd
AzureML/man/is.Workspace.Rd
AzureML/man/delete.datasets.Rd
AzureML/man/refresh.Rd
AzureML/man/endpoints.Rd
AzureML/man/AzureML-deprecated.Rd
AzureML/man/experiments.Rd
AzureML/man/upload.dataset.Rd
AzureML/LICENSE