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Most instructions should work in general, some distro specific details below:
http://lists.numenta.org/pipermail/nupic_lists.numenta.org/2013-July/000493.html
http://lists.numenta.org/pipermail/nupic_lists.numenta.org/2013-July/000534.html
TODO: transcript into markdown here.
When installing via pythonbrew, make sure to include these extra flags:
pythonbrew install --configure="--enable-shared --enable-unicode=ucs4" 2.7