Optimised fstats with allele-frequency lookup tables

This release internally optimizes the core loop by creating lookup tables for allele frequencies, so that they can be reused for the various statistics.

Code has been refactored and unit tests introduced.

Logging is partly implemented with Co-Log now, but not fully yet.