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Merge pull request #108 from automl/warmstart

ADD methods to warmstart SMAC and speed up imputation of censored data

ADD utils.merge_foreign_data to load runhistory data from a different scenarios with the same pcs, feature space and running time cutoff
ADD PCA on instance features
MAINT vectorize truncnorm computation
MAINT reduce number of imputation iterations to 2 (as in SMAC2)
MAINT increase epsilon of SLS (as in SMAC2)

69 of 69 new or added lines in 6 files covered. (100.0%)

1479 of 1950 relevant lines covered (75.85%)

1.52 hits per line