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 about 5 years ago
Bug fixes and other changes
- eliminate dependency on mnist dataset website
Documentation changes
- refactor using_sklearn and fix minor errors in using_pytorch and using_chainer
Published by jesterhazy about 5 years ago
Features
- add XGBoost Estimator as new framework
Bug fixes and other changes
- fix tests for new regions
- add update_endpoint for PipelineModel
Documentation changes
- refactor the using Chainer topic
Published by jesterhazy about 5 years ago
Bug fixes and other changes
- region build from staging pr
Documentation changes
- Refactor Using PyTorch topic for consistency
Published by jesterhazy about 5 years ago
Bug fixes and other changes
- fix integration test failures masked by timeout bug
- prevent multiple values error in sklearn.transformer()
- model.transformer() passes tags to create_model()
Published by jesterhazy about 5 years ago
Bug fixes and other changes
- rework CONTRIBUTING.md to include a development workflow
Published by jesterhazy about 5 years ago
Bug fixes and other changes
- prevent integration test's timeout functions from hiding failures
Documentation changes
- correct typo in using_sklearn.rst
Published by jesterhazy about 5 years ago
Features
- support for TensorFlow 1.14
Bug fixes and other changes
- ignore FI18 flake8 rule
- allow Airflow enabled estimators to use absolute path entry_point
Published by jesterhazy about 5 years ago
Bug fixes and other changes
- update sklearn document to include 3p dependency installation
Documentation changes
- refactor and edit using_mxnet topic
Published by jesterhazy about 5 years ago
Features
- allow serving image to be specified when calling MXNet.deploy
Published by jesterhazy about 5 years ago
Bug fixes and other changes
- waiting for training tags to propagate in the test
Published by jesterhazy about 5 years ago
Bug fixes and other changes
- removing unnecessary tests cases
- Replaced generic ValueError with custom subclass when reporting unexpected resource status
Documentation changes
- correct wording for Cloud9 environment setup instructions
Published by jesterhazy about 5 years ago
Bug fixes and other changes
- enable line-too-long Pylint check
- improving Chainer integ tests
- update TensorFlow script mode dependency list
- improve documentation of some functions
- update PyTorch version
- allow serving script to be defined for deploy() and transformer() with frameworks
- format and add missing docstring placeholders
- add MXNet 1.4.1 support
Documentation changes
- add instructions for setting up Cloud9 environment.
- update using_tensorflow topic
Published by jesterhazy over 5 years ago
Features
- Git integration for CodeCommit
- deal with credentials for Git support for GitHub
Bug fixes and other changes
- modify TODO on disabled Pylint check
- enable consider-using-ternary Pylint check
- enable chained-comparison Pylint check
- enable too-many-public-methods Pylint check
- enable consider-using-in Pylint check
- set num_processes_per_host only if provided by user
- fix attach for 1P algorithm estimators
- enable ungrouped-imports Pylint check
- enable wrong-import-order Pylint check
- enable attribute-defined-outside-init Pylint check
- enable consider-merging-isinstance Pylint check
- enable inconsistent-return-statements Pylint check
- enable simplifiable-if-expression pylint checks
- fix list serialization for 1P algos
- enable no-else-return and no-else-raise pylint checks
- enable unidiomatic-typecheck pylint check
Published by jesterhazy over 5 years ago
Features
- git support for hosting models
- allow custom model name during deploy
Bug fixes and other changes
- remove TODO comment on import-error Pylint check
- enable wrong-import-position pylint check
- Revert "change: enable wrong-import-position pylint check (#907)"
- enable signature-differs pylint check
- enable wrong-import-position pylint check
- enable logging-not-lazy pylint check
- reset default output path in Transformer.transform
- Add ap-northeast-1 to Neo algorithms region map
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- enable logging-format-interpolation pylint check
- remove superfluous parens per Pylint rule
Documentation changes
- add pypi, rtd, black badges to readme
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- correct code per len-as-condition Pylint check
- tighten pylint config and expand C and R exceptions
- Update displaytime.sh
- fix notebook tests
- separate unit, local mode, and notebook tests in different buildspecs
Documentation changes
- refactor the overview topic in the sphinx project
Published by jesterhazy over 5 years ago
Features
- support Endpoint_type for TF transform
Bug fixes and other changes
- fix git test in test_estimator.py
Published by jesterhazy over 5 years ago
Bug fixes and other changes
- print build execution time
- remove unnecessary failure case tests
- build spec improvements.
Published by jesterhazy over 5 years ago
Features
- use deep learning images
Bug fixes and other changes
- Update buildspec.yml
- allow only one integration test run per time
- remove unnecessary P3 tests from TFS integration tests
- add pytest.mark.local_mode annotation to broken tests
Published by jesterhazy over 5 years ago
Features
- add TensorFlow 1.13 support
- add git_config and git_clone, validate method
Bug fixes and other changes
- add pytest.mark.local_mode annotation to broken tests