Do the following to solve the issue:
import os
os.environ['KMP_DUPLICATE_LIB_OK']='True'
Answer found at: https://github.com/dmlc/xgboost/issues/1715
Be aware of potential side-effects:
but that may cause crashes or silently produce incorrect results.
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