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  1. CONTRIBUTING.md

        [tf_doctest.py](https://www.tensorflow.org/code/tensorflow/tools/docs/tf_doctest.py).
        For example:
    
        ```bash
        python tf_doctest.py --file=<file_path>
        ```
    
        This will run it using your installed version of TensorFlow. To be sure
        you're running the same code that you're testing:
    
        *   Use an up to date [tf-nightly](https://pypi.org/project/tf-nightly/)
            `pip install -U tf-nightly`
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