DOC - update documentation #242
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Contributions of the PR
This PR makes the following changes to the documentation
By the way, other minor flaws were addressed.
It also adds a citation file to be parsed by GitHub.
Checks before merging PR
added documentation for any new featureadded unittestsedited the what's new(if applicable)