Creation of a numpy version of FAIR 2.0, with unified tools

[JGBroadbent]

Pull request

Please confirm that this pull request has done the following:

• [x] Tests added
• [x] Documentation added (where applicable)
• [x] Example added (either to an existing notebook or as a new notebook, where applicable)
• [x] Description in CHANGELOG.rst added

Adding to CHANGELOG.rst

Please add a single line in the changelog notes similar to one of the following:

- (`#XX <http://link-to-pr.com>`_) Added feature which does something
- (`#XX <http://link-to-pr.com>`_) Fixed bug identified in (`#XX <http://link-to-issue.com>`_)

[codecov[bot]]

Codecov Report

Merging #81 into FAIR-v2.0.0 will not change coverage. The diff coverage is n/a.

@@             Coverage Diff              @@
##           FAIR-v2.0.0      #81   +/-   ##
============================================
  Coverage        94.75%   94.75%           
============================================
  Files               42       42           
  Lines             1773     1773           
============================================
  Hits              1680     1680           
  Misses              93       93           

---

Continue to review full report at Codecov.

Legend - Click here to learn more Δ = absolute <relative> (impact), ø = not affected, ? = missing data Powered by Codecov. Last update 599c44e...6eb8f55. Read the comment docs.

[znicholls]

@JGBroadbent do the things in the checklist make sense to you?

[znicholls]

Great work @JGBroadbent