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Install Homebrew: http://www.howtogeek.com/211541/homebrew-for-os-x-easily-installs-desktop-apps-and-terminal-utilities/
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Install dependencies:
brew install boost --with-python
brew install boost-python ffmpeg xerces-c mono
sudo brew cask install java
These instructions were tested on MacOSX 10.11 (El Capitan).