2015年11月19日 星期四

11.19 Reproducible Research Checklist

A comprehensive checklist from "Reproducible Research" class in Data Sciences Specialization.

Do:
  • Start with good science
  • Teach a computer
  • Use some version control (e.g. github commit)
  • Keep track of software environment
  • Set seed for random number generators 
  • Think about the entire pipeline
Don't:
  • Don't do everything by hand; if must, document it
  • Don't use point-and-click software
  • Don't save output (improve efficiency)

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