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Test driven development & Python packaging
- short lecture on test driven development
- introduction & practical work on test driven development with Python
- introduction & practical work on sklearn pipelines
- a short look at Hypothesis
- 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