FairGBM refactor (multi-threading etc.)#18
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Closes #6
TODO: as per the profiling we ran, the first thing to optimize is all the string comparisons happening in the CosntrainedObjectiveFunction -- these take up around 1/3rd of the total run time.
Must only be merged after #15 and #16
TODO: needs a rebase a-la #16