Python programming/pycharts/sum of squares error sum((X - Y)**2).
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Experiment Runner & PyPlot
For this assignment I want you to use Test Driven Development to build an experiment runner as part of the class project existing code. Your tests must have Arrange, Act, Assert comments with the code you submit. You may work together in a Mob Programming fashion.
You must use Object Oriented Programming to write a system that can manage an experiment.
As the product owner I want the following: A system that can manage an experiment. This system should take a learning model, a data manager, and a file loader. It must use those things to be able to run an experiment. Once the experiment is run you must be able to use the experimedxsznt to produce a PyPlot chart for the test, valid, and train information, r2 number (scikit score function), and sum of squares error sum((X - Y)**2).
The PyPlot chart should contain 2 lines for each set of data, the true values and the predicted values. Both axis should have labels, and the chart should have a title.