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I was trying to install the tensor flow quantum module using the one given in their official website but it is showing these errors while installing.

ERROR: Could not find a version that satisfies the requirement tensorflow-quantum (from versions: none)
ERROR: No matching distribution found for tensorflow-quantum

Can you please let me know how to solve this issue?

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I believe Google Colab has been updated to use Python 3.10 as its default. You can check by running

!python --version

Tensorflow Quantum is only compatible with Python 3.7, 3.8, 3.9. So if you are using Python 3.10, attempting to pip install tensorflow-quantum will result in the No matching distribution error that you got.

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