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Refactor tutorials #32

@lukethehuman

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@lukethehuman

Refactor the tutorials to solve the following:

  • Ensure each tutorial is self contained so they can be run out of order; in particular ensure no tutorial is dependant on files generated in previous tutorials.
  • Investigate and resolve a file not found error in tutorial 4 (results analysis) where file "results/temp_1D_res_RBF5.pickle" is not generated.
  • Ensure tutorials demonstrate all cyclops functionality sufficiently.

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