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Test driven development & Python packaging

  1. short lecture on test driven development
  2. introduction & practical work on test driven development with Python
  3. introduction & practical work on sklearn pipelines
  4. a short look at Hypothesis
  5. we will then break free of the notebook (hooray!) and build a Python package from scratch - see developing a Python package here and notes on Python testing tools will be useful.
  • simple test train split
  • stratified test train split
  • K cross validation folds
  • balanced test train split
  • visualizations
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