A variety of rst fixes plus a few code standardizations #574
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Most of this PR is just improving the RST docs but also fixing mistakes as I find them (typos, formatting error etc). I ran across a few issues that warranted a code update:
Not sure why but after this only 26 (instead of 27) tests fail for me on OS X.