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These APIs allow end users to manage Azure Machine Learning Models, Images, Profiles, and Services.

🔑 oauth2 23 endpoints cloud

📄 Docs 📋 OpenAPI spec 🔬 Try in Swagger UI

SDKs by language (9 total)

azure-sdk-for-python ✓ Official

pip install azure-sdk-for-python

GitHub integration →

azure-sdk-for-js ✓ Official

npm install azure-sdk-for-js

GitHub integration →

azure-sdk-for-node ✓ Official

npm install azure-sdk-for-node

GitHub integration →

azure-sdk-for-go ✓ Official

go get github.com/Azure/azure-sdk-for-go

GitHub integration →

azure-sdk-for-java ✓ Official

# Maven: see https://github.com/Azure/azure-sdk-for-java

GitHub integration →

cognitive-services-speech-sdk ✓ Official

dotnet add package cognitive-services-speech-sdk

GitHub integration →

azure-sdk-for-net ✓ Official

dotnet add package azure-sdk-for-net

GitHub integration →

Azure-Kinect-Sensor-SDK

# See https://github.com/microsoft/Azure-Kinect-Sensor-SDK

GitHub integration →

MachineLearningNotebooks ✓ Official

# See https://github.com/Azure/MachineLearningNotebooks

GitHub integration →

curl examples

Query the list of Assets in a workspace.

curl \
  -H "Authorization: Bearer $ACCESS_TOKEN" \
  /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets

Query the list of Models in a workspace.

curl \
  -H "Authorization: Bearer $ACCESS_TOKEN" \
  /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models

Query the list of Services in a Workspace.

curl \
  -H "Authorization: Bearer $ACCESS_TOKEN" \
  /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/services

Endpoints (23 total)

GET

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets

Query the list of Assets in a workspace.

GET

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models

Query the list of Models in a workspace.

GET

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/services

Query the list of Services in a Workspace.

GET

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets/{id}

Get an Asset.

GET

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models/{id}

Gets a model.

GET

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/services/{id}

Get a Service.

GET

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/operations/{id}

Get the status of an async operation.

GET

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models/{id}/metrics

Retrieve the metrics for a Model.

GET

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/images/{imageId}/profiles

Get a list of Image Profiles.

GET

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/images/{imageId}/profiles/{id}

Get a Profile.

POST

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets

Create an Asset.

POST

/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models

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