v1.50.12

Bug Fixes and Other Changes

• enable network isolation for amazon estimators

Documentation Changes

• clarify channel environment variables in PyTorch documentation

v1.50.11

Bug Fixes and Other Changes

• fix HyperparameterTuner.attach for Marketplace algorithms
• move requests library from required packages to test dependencies
• create Session or LocalSession if not specified in Model

Documentation Changes

• remove hardcoded list of target devices in compile()
• Fix typo with SM_MODEL_DIR, missing quotes

v1.50.10.post0

Documentation Changes

• add documentation guidelines to CONTRIBUTING.md
• Removed section numbering

v1.50.10

Bug Fixes and Other Changes

• remove NEO_ALLOWED_TARGET_INSTANCE_FAMILY

v1.50.9.post0

Documentation Changes

• remove labels from issue templates

v1.50.9

Bug Fixes and Other Changes

• account for EI and version-based ECR repo naming in serving_image_uri()

Documentation Changes

• correct broken AutoML API documentation link
• fix MXNet version lists

v1.50.8

Bug Fixes and Other Changes

• disable Debugger defaults in unsupported regions
• modify session and kms_utils to check for S3 bucket before creation
• update docker-compose and PyYAML dependencies
• enable smdebug for Horovod (MPI) training setup
• create lib dir for dependencies safely (only if it doesn't exist yet).
• create the correct session for MultiDataModel

Documentation Changes

• update links to the local mode notebooks examples.
• Remove outdated badges from README
• update links to TF notebook examples to link to script mode examples.
• clean up headings, verb tenses, names, etc. in MXNet overview
• Update SageMaker operator Helm chart installation guide

Testing and Release Infrastructure

• choose faster notebook for notebook PR build
• properly fail PR build if has-matching-changes fails
• properly fail PR build if has-matching-changes fails

v1.50.7

Bug fixes and other changes

• do not use script for TFS when entry_point is not provided
• remove usage of pkg_resources
• update py2 warning message since python 2 is deprecated
• cleanup experiments, trials, and trial components in integ tests

v1.50.6.post0

Documentation changes

• add additional information to Transformer class transform function doc string

v1.50.6

Bug fixes and other changes

• Append serving to model framework name for PyTorch, MXNet, and TensorFlow