Another go at an improved installer that handles numpy better. Revert use of system site packages, which caused more problems than it solved and instead install numpy separately. Add documentation on intermittent download errors.
Merge pull request #141 from chapmanb/master

Second attempt at improving numpy installation
Update requirements.txt
minor docs tweak