Add sampling utilities and benchmarks #9
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This patch adds an implementation of sampling algorithms based on https://www.robots.ox.ac.uk/~cvrg/hilary2005/adaptive.pdf.
Related to #3, this is a step towards "an adaptive particle filter with KLD resampling and a random particle generation heuristic to recover from failure".