reduce particles/iters in optimize notebook to speed up docs build

[lkeegan]

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[codecov]

Codecov Report

Merging #17 (6c518d1) into master (b20f304) will not change coverage.
The diff coverage is n/a.

❗ Current head 6c518d1 differs from pull request most recent head 6988e56. Consider uploading reports for the commit 6988e56 to get more accurate results

@@           Coverage Diff           @@
##           master      #17   +/-   ##
=======================================
  Coverage   85.10%   85.10%           
=======================================
  Files           2        2           
  Lines         235      235           
  Branches       36       36           
=======================================
  Hits          200      200           
  Misses         24       24           
  Partials       11       11           

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