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Updating of examples and docs #42

@odunbar

Description

@odunbar

The examples used to train RF should be updated. As really the main one we want users to see is the nd_to_md_regression_direct_withcov.jl This will provide additional clarity of how the tools work.

  • Ensure all examples work with the latest RF version (currently this is v0.3.0)
  • Remove experimental examples for hyperparameter training, leaving those approaches that are promising (e.g. nd_to_md_regression_direct_withcov.jl)
  • Create documentation page explaining the hyperparameter training example. With a walkthrough of why HP training is needed and how it is approached here, and the fact that it works on many examples.

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