sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
APACHE-2.0 License
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Published by jesterhazy over 5 years ago
Features
- add document embedding support to Object2Vec algorithm
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- skip p2/p3 tests in eu-central-1
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- add automatic model tuning integ test for TF script mode
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- use unique names for test training jobs
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- add KMS key option for Endpoint Configs
- skip p2 test in regions without p2s, freeze urllib3, and specify allow_pickle=True for numpy
- use correct TF version in empty framework_version warning
- remove logging level overrides
Documentation changes
- add environment setup instructions to CONTRIBUTING.md
- add clarification around framework version constants
- remove duplicate content from workflow readme
- remove duplicate content from RL readme
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- fix propagation of tags to SageMaker endpoint
Published by jesterhazy over 5 years ago
Documentation changes
- remove duplicate content from Chainer readme
Published by jesterhazy over 5 years ago
Documentation changes
- remove duplicate content from PyTorch readme and fix internal links
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- make Local Mode export artifacts even after failure
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- skip horovod p3 test in region with no p3
- use unique training job names in TensorFlow script mode integ tests
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- add integ test for tagging
- use unique names for test training jobs
- Wrap horovod code inside main function
- add csv deserializer
- restore notebook test
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- local data source relative path includes the first directory
- upgrade pylint and fix tagging with SageMaker models
Documentation changes
- add info about unique job names
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- make start time, end time and period configurable in sagemaker.analytics.TrainingJobAnalytics
Documentation changes
- fix typo of argument spelling in linear learner docstrings
Published by jesterhazy over 5 years ago
Documentation changes
- spelling error correction
Published by jesterhazy over 5 years ago
Documentation changes
- move RL readme content into sphinx project
Published by jesterhazy over 5 years ago
Bug fixes
- hyperparameter query failure on script mode estimator attached to complete job
Other changes
- add EI support for TFS framework
Documentation changes
- add third-party libraries sections to using_chainer and using_pytorch topics
Published by jesterhazy over 5 years ago
Bug fixes
- fix ECR URI validation
- remove unrestrictive principal * from KMS policy tests.
Documentation changes
- edit description of local mode in overview.rst
- add table of contents to using_chainer topic
- fix formatting for HyperparameterTuner.attach()
Published by jesterhazy over 5 years ago
Other changes
- add pytest marks for integ tests using local mode
- add account number and unit tests for govcloud
Documentation changes
- move chainer readme content into sphinx and fix broken link in using_mxnet
Published by jesterhazy over 5 years ago
Documentation changes
- add mandatory sagemaker_role argument to Local mode example.
Published by jesterhazy over 5 years ago
Changes
- enable new release process
- Update inference pipelines documentation
- Migrate content from workflow and pytorch readmes into sphinx project
- Propagate Tags from estimator to model, endpoint, and endpoint config