DOC: Fix docs References and Examples Build. #711
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Pull request type
Checklist
CHANGELOG.mdhas been updated (if relevant)New behavior
Fixing documentation build and
Environmentrelated examples.Breaking change
Additional information
There are documentation warnings and other fixes that could easily be done to improve docs format and appearance given the addition of new features. However, the purpose of this PR is simply to successfully build the documentation.