Add additional necessary software packages to jupyter container

[glemieux]

See the jupyter docker stack documentation for a list of the preinstalled packages: https://jupyter-docker-stacks.readthedocs.io/en/latest/using/selecting.html#jupyter-datascience-notebook. The task list below should identify applications or packages necessary beyond this list.

From a compartmentalization standpoint, we should segregated analysis scripts to be in the jupyter container, where as pre-processing and case run scripts should be in the elm-fates container (see #6).

Tasks

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1. Add necessary conda packages to jupyter dockerfile image fates-tutorial#25
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