Major refactor to use a more functional style. The irlba::Irlba class has been replaced with a regular function irlba::compute(), with options being passed in via irlba::Options. This is probably more intuitive than the parameter setters and Defaults options.
Also templated the various Eigen parameters so that users can choose between doubles and floats.