sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

APACHE-2.0 License

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sagemaker-python-sdk - v2.63.0

Published by sagemaker-bot about 3 years ago

Features

  • support configurable retry for pipeline steps
sagemaker-python-sdk - v2.62.0

Published by sagemaker-bot about 3 years ago

Features

  • Hugging Face Transformers 4.10 for Pt1.8/TF2.4 & Transformers 4.11 for PT1.9&TF2.5

Bug Fixes and Other Changes

  • repack_model script used in pipelines to support source_dir and dependencies
sagemaker-python-sdk - v2.61.0

Published by sagemaker-bot about 3 years ago

Features

  • add support for PyTorch 1.9.0

Bug Fixes and Other Changes

  • Update TRAINING_DEFAULT_TIMEOUT_MINUTES to 40 min
  • notebook test for parallel PRs
sagemaker-python-sdk - v2.60.0

Published by sagemaker-bot about 3 years ago

Features

  • Add support for Hugging Face 4.10.2
sagemaker-python-sdk - v2.59.8

Published by sagemaker-bot about 3 years ago

Bug Fixes and Other Changes

  • fix feature store ingestion via data wrangler test
sagemaker-python-sdk - v2.59.7

Published by sagemaker-bot about 3 years ago

Bug Fixes and Other Changes

  • update feature request label
  • update bug template
sagemaker-python-sdk - v2.59.6

Published by sagemaker-bot about 3 years ago

Bug Fixes and Other Changes

  • ParamValidationError when scheduling a Clarify model monitor
sagemaker-python-sdk - v2.59.5

Published by sagemaker-bot about 3 years ago

Bug Fixes and Other Changes

  • support maps in step parameters
sagemaker-python-sdk - v2.59.4

Published by sagemaker-bot about 3 years ago

Bug Fixes and Other Changes

  • add checks for ExecutionRole in UserSettings, adds more unit tests
  • add pytorch 1.8.1 for huggingface
sagemaker-python-sdk - v2.59.3.post0

Published by sagemaker-bot about 3 years ago

Documentation Changes

  • Info about offline s3 bucket key when creating feature group
sagemaker-python-sdk - v2.59.3

Published by sagemaker-bot about 3 years ago

sagemaker-python-sdk - v2.59.2

Published by sagemaker-bot about 3 years ago

Bug Fixes and Other Changes

  • unit tests for KIX and remove regional calls to boto

Documentation Changes

  • Remove Shortbread
sagemaker-python-sdk - v2.59.1.post0

Published by sagemaker-bot about 3 years ago

Documentation Changes

  • update experiment config doc on fit method
sagemaker-python-sdk - v2.59.1

Published by sagemaker-bot about 3 years ago

Bug Fixes and Other Changes

  • pin docker to 5.0.0
sagemaker-python-sdk - v2.59.0

Published by sagemaker-bot about 3 years ago

Features

  • Add KIX account for SM XGBoost 1.2-2 and 1.3-1

Bug Fixes and Other Changes

  • revert #2572 and address #2611
sagemaker-python-sdk - v2.58.0

Published by sagemaker-bot about 3 years ago

Features

  • update debugger for KIX
  • support displayName and description for pipeline steps

Bug Fixes and Other Changes

  • localmode subprocess parent process not sending SIGTERM to child
sagemaker-python-sdk - v2.57.0

Published by sagemaker-bot about 3 years ago

Deprecations and Removals

  • Remove stale S3DownloadMode from test_session.py

Features

  • update clarify imageURI for KIX

Bug Fixes and Other Changes

  • propagate KMS key to model.deploy
  • Propagate tags and VPC configs to repack model steps
sagemaker-python-sdk - v2.56.0

Published by sagemaker-bot about 3 years ago

Features

  • Add NEO KIX Configuration
  • Algorithms region launch on KIX

Bug Fixes and Other Changes

  • remove dots from CHANGELOG
sagemaker-python-sdk - v2.55.0

Published by sagemaker-bot about 3 years ago

Features

  • Add information of Amazon-provided analysis image used by Mo…

Bug Fixes and Other Changes

  • Update Changelog to fix release
  • Fixing the order of populating container list
  • pass network isolation config to pipelineModel
  • Deference symbolic link when create tar file
  • multiprocess issue in feature_group.py
  • deprecate tag logic on Association

Documentation Changes

  • add dataset_definition to processing page
sagemaker-python-sdk - v2.54.0

Published by sagemaker-bot about 3 years ago

Features

  • add pytorch 1.5.1 eia configuration

Bug Fixes and Other Changes

  • issue #2253 where Processing job in Local mode would call Describe…