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fix: update sklearn document to include 3p dependency installation #960

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Jul 31, 2019
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fix: update sklearn document to include 3p dependency installation #960

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fix: update sklearn document to include 3p dependency installation
icywang86rui Jul 31, 2019
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Merge branch 'master' into fix-doc
icywang86rui Jul 31, 2019
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10 changes: 10 additions & 0 deletions doc/using_sklearn.rst
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Expand Up @@ -97,6 +97,16 @@ inadvertently run your training code at the wrong point in execution.

For more on training environment variables, please visit https://github.com/aws/sagemaker-containers.

Using third-party libraries
^^^^^^^^^^^^^^^^^^^^^^^^^^^

When running your training script on SageMaker, it will have access to some pre-installed third-party libraries including ``scikit-learn``, ``numpy``, and ``pandas``.
For more information on the runtime environment, including specific package versions, see `SageMaker Scikit-learn Docker containers <https://github.com/aws/sagemaker-scikit-learn-container>`__.

If there are other packages you want to use with your script, you can include a ``requirements.txte` file in the same directory as your training script to install other dependencies at runtime.
A ``requirements.txt`` file is a text file that contains a list of items that are installed by using ``pip install``. You can also specify the version of an item to install.
For information about the format of a ``requirements.txt`` file, see `Requirements Files <https://pip.pypa.io/en/stable/user_guide/#requirements-files>`__ in the pip documentation.

Running a Scikit-learn training script in SageMaker
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

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