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

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Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 4.25.5 to 4.25.8. Commits a4cbdd3 Updating version.json and repo version numbers to: 25.8 29445be Merge pull request #21880 from shaod2/py-25 cc13b69 Remove debugging code and add EOLs...

dependencies
python

**Describe the feature you'd like** Currently the `code_location` attribute of the Estimator class defaults to using the `output_bucket` parameter [docs link](https://sagemaker.readthedocs.io/en/stable/api/training/estimators.html#sagemaker.estimator.EstimatorBase): > If not specified, the default code location is...

type: feature request
component: training

*Issue #, if available:* https://github.com/aws/sagemaker-python-sdk/issues/4882 *Description of changes:* * Added numpy 2.0 support *Testing done:* * Checking with the relevant teams on integ tests failure of xgboost, sklearn and tensorflow....

**Describe the bug** Importing the SageMaker library at the top of the Airflow plugin or hook declaration file causes issues with uploading logs to S3. **To reproduce** Setup a sample...

type: bug
component: pysdk-team

I noticed that we're not specifying the `target_container_hostname` when executing `predict`, just adding this here. #### General - [x] I have read the [CONTRIBUTING](https://github.com/aws/sagemaker-python-sdk/blob/master/CONTRIBUTING.md) doc - [x] I certify that...

**Describe the bug** When setting `disable_output_compression=True` in a PyTorch SageMaker Estimator that is used with HyperparameterTuner, the resulting HPO training jobs still compress the model output. This parameter is correctly...

type: bug
component: training

**Describe the bug** I am importing `sagemaker` in a Python 3.11 Lambda and it produces the error `No module named 'rpds.rpds'`. The module `rpds` does appear to be available. **To...

type: bug
component: pysdk-team

**Describe the feature you'd like** As I understand it, now it is possible to set `TransformAmiVersion` when launching transform jobs with the AWS SDK (see for example [TransformResources in the...

Description of changes: Add new functionality to HyperparameterTuner class to visualize the results of tuning jobs. The class now contains two functions using the amtviz package to create dynamic and...

*Issue #, if available:* https://github.com/aws/sagemaker-python-sdk/issues/5075 *Description of changes:* *Testing done:* Unit and integ tests ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these...