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[Feature:Developer] Add side packages to qiskit (#38)
Since it's important for the Docker image to have visualization tools
and since the size of the docker image isn't a huge concern (both as
discussed with Barb), this changes the Qiskit Docker image to
additionally install tools for visualization, machine learning, etc.
Increases the size of the image from ~1.0GB to ~1.5GB
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Co-authored-by: Barb Cutler <Barb Cutler>
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