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Library . Amazon . MachineLearning . DescribeMLModels
Returns a list of MLModels that match the search criteria in the request.
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This Choreo returns a list of MLModels that match the search criteria in the request. The documentation for this MachineLearning resource can be found here.
Here is an example input set:
AWSAccessKeyId: {YOUR ACCESS KEY ID}
AWSSecretKeyId: {YOUR SECRET ACCESS KEY}
FilterVariable: Name
Prefix: ml-
SortOrder: asc
Limit: 1
The following is a sample of the JSON information returned by this Choreo:
{ "Results": [ { "Algorithm": "sgd", "ComputeTime": 80000, "CreatedAt": 1497460026.593, "CreatedByIamUser": "arn:aws:iam::934758186741:root", "EndpointInfo": { "EndpointStatus": "NONE", "PeakRequestsPerSecond": 0 }, "FinishedAt": 1497460414.749, "InputDataLocationS3": "s3:\/\/aml-sample-data\/banking.csv", "LastUpdatedAt": 1497460414.749, "MLModelId": "ml-4xxu73mSPF1", "MLModelType": "BINARY", "Name": "ML model: tembooml", "SizeInBytes": 442699, "StartedAt": 1497460278.646, "Status": "COMPLETED", "TrainingDataSourceId": "ds-dDKdaXbKXzp", "TrainingParameters": { "algorithm": "sgd", "sgd.l1RegularizationAmount": "0.0", "sgd.l2RegularizationAmount": "1e-6", "sgd.maxMLModelSizeInBytes": "104857600", "sgd.maxPasses": "10", "sgd.shuffleType": "auto" } } ] }
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