Does TensorFlow work with Python 3.6?

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Yes, it works with 3.6 . But one has to install it using the wheel. You can download wheel and use pip command to install it. this link will have specific installer as per your system specs https://github.com/tensorflow/tensorflow
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Yes, it has recently updated it's modules for 3.6
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