final fixes

*posterior resamping was broken
*come cleaning up
*removed avg_shift
*predictions now in time space by default
*config_getbestnoveltyconfig
*extended option on config_getbest
*lindmik dataset now included in the main one, for one massive dataset,
it's aggregated as an individual too
*resample_matrix big in posterior
* fscores now saved and calculated in ag results, can revisualize them
with results_drawfpcurves
* novelty method now optimized on fscore in genetic search