SageMaker Python SDK 1.11.0

• bug-fix: setting health check timeout limit on local mode to 30s
• bug-fix: make Hyperparameters in local mode optional.
• enhancement: add support for volume KMS key to Transformer
• feature: add support for GovCloud

SageMaker Python SDK 1.10.1

• feature: add train_volume_kms_key parameter to Estimator classes
• doc-fix: add deprecation warning for current MXNet training script format
• doc-fix: add docs on deploying TensorFlow model directly from existing model
• doc-fix: fix code example for using Gzip compression for TensorFlow training data

SageMaker Python SDK 1.10.0

• feature: add support for TensorFlow 1.10.0

SageMaker Python SDK 1.9.3.1

• doc-fix: fix rst warnings in README.rst

SageMaker Python SDK 1.9.3

• bug-fix: Local Mode: Create output/data directory expected by SageMaker Container.
• bug-fix: Estimator accepts the vpc configs made capable by 1.9.1

SageMaker Python SDK 1.9.2

• feature: add support for TensorFlow 1.9

SageMaker Python SDK 1.9.1

• bug-fix: Estimators: Fix serialization of single records
• bug-fix: deprecate enable_cloudwatch_metrics from Framework Estimators.
• enhancement: Enable VPC config in training job creation

SageMaker Python SDK 1.9.0

• feature: Estimators: add support for MXNet 1.2.1

SageMaker Python SDK 1.8.0

• bug-fix: removing PCA from tuner
• feature: Estimators: add support for Amazon k-nearest neighbors(KNN) algorithm

SageMaker Python SDK 1.7.2

• bug-fix: Prediction output for the TF_JSON_SERIALIZER
• enhancement: Add better training job status report