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Implement hand written reduce udf for summing tensors

Kostas FILIPPOPOLITIS requested to merge dev/reduce-udfs into master

Created by: jassak

  • UDF for reducing local results into one global, specifically for summing tensors (used in Logistic Regression)
  • Reformat udfgenerator.py and remove forgotten print

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