Add Examples 2.0

[andrewrosemberg]

Adding examples new API

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 89.01%. Comparing base (ad143a7) to head (d07e5e7).
⚠️ Report is 1 commits behind head on master.

Additional details and impacted files

@@           Coverage Diff           @@
##           master     #306   +/-   ##
=======================================
  Coverage   89.01%   89.01%           
=======================================
  Files          16       16           
  Lines        2057     2057           
=======================================
  Hits         1831     1831           
  Misses        226      226           

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[andrewrosemberg]

Any ideas on how to make the examples less heavy to avoid hitting the memory limit?

[blegat]

You can lower the dimension of the figure here even if you use a higher resolution in the paper

[blegat]

Nice additions :)