sagemaker-python-sdk

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

APACHE-2.0 License

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Ecosystems: Python, PyTorch, Tensorflow, Amazon Web Services

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sagemaker-python-sdk - v1.52.0.post0

Published by sagemaker-bot over 4 years ago

Documentation Changes

  • Add docs for debugger job support in operator
sagemaker-python-sdk - v1.52.0

Published by sagemaker-bot over 4 years ago

Features

  • add us-gov-west-1 to neo supported regions
sagemaker-python-sdk - v1.51.4

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • Check that session is a LocalSession when using local mode
  • add tflite to Neo-supported frameworks
  • ignore tags with 'aws:' prefix when creating an EndpointConfig based on an existing one
  • allow custom image when calling deploy or create_model with various frameworks

Documentation Changes

  • fix description of default model_dir for TF
  • add more details about PyTorch eia
sagemaker-python-sdk - v1.51.3

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • make repack_model only removes py file when new entry_point provided
sagemaker-python-sdk - v1.51.2

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • handle empty inputs/outputs in ProcessingJob.from_processing_name()
  • use DLC images for GovCloud

Testing and Release Infrastructure

  • generate test job name at test start instead of module start
sagemaker-python-sdk - v1.51.1

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • skip pytorch ei test in unsupported regions

Documentation Changes

  • correct MultiString/MULTI_STRING docstring
sagemaker-python-sdk - v1.51.0

Published by sagemaker-bot over 4 years ago

Features

  • pytorch 1.3.1 eia support

Documentation Changes

  • Update Kubernetes Operator default tag
  • improve docstring for tuner.best_estimator()
sagemaker-python-sdk - v1.50.18.post0

Published by sagemaker-bot over 4 years ago

Documentation Changes

  • correct Estimator code_location default S3 path
sagemaker-python-sdk - v1.50.18

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • change default compile model max run to 15 mins
sagemaker-python-sdk - v1.50.17.post0

Published by sagemaker-bot over 4 years ago

Testing and Release Infrastructure

  • fix PR builds to run on changes to their own buildspecs
  • programmatically determine partition based on region
sagemaker-python-sdk - v1.50.17

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • upgrade framework versions
sagemaker-python-sdk - v1.50.16

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • use sagemaker_session when initializing Constraints and Statistics
  • add sagemaker_session parameter to DataCaptureConfig
  • make AutoML.deploy use self.sagemaker_session by default

Testing and Release Infrastructure

  • unset region during integ tests
  • use sagemaker_session fixture in all Airflow tests
  • remove remaining TF legacy mode integ tests
sagemaker-python-sdk - v1.50.15

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • enable Neo integ tests
sagemaker-python-sdk - v1.50.14.post0

Published by sagemaker-bot over 4 years ago

Testing and Release Infrastructure

  • remove TF framework mode notebooks from PR build
  • don't create docker network for all integ tests
sagemaker-python-sdk - v1.50.14

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • don't use os.path.join for S3 path when repacking TFS model
  • dynamically determine AWS domain based on region
sagemaker-python-sdk - v1.50.13

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • allow download_folder to download file even if bucket is more restricted

Testing and Release Infrastructure

  • configure pylint to recognize boto3 and botocore as third-party imports
  • add multiple notebooks to notebook PR build
sagemaker-python-sdk - v1.50.12

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • enable network isolation for amazon estimators

Documentation Changes

  • clarify channel environment variables in PyTorch documentation
sagemaker-python-sdk - v1.50.11

Published by sagemaker-bot over 4 years ago

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
sagemaker-python-sdk - v1.50.10.post0

Published by sagemaker-bot over 4 years ago

Documentation Changes

  • add documentation guidelines to CONTRIBUTING.md
  • Removed section numbering
sagemaker-python-sdk - v1.50.10

Published by sagemaker-bot over 4 years ago

Bug Fixes and Other Changes

  • remove NEO_ALLOWED_TARGET_INSTANCE_FAMILY
Package Rankings
Top 13.57% on Conda-forge.org
Top 0.88% on Pypi.org
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