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Add a "BranchedGPs for dummies" notebook #16

@elvijs

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@elvijs

It would be great if we could describe what the package enables users to do in the simplest possible language.

One idea is to take https://github.com/ManchesterBioinference/BranchedGP/blob/master/notebooks/Hematopoiesis.ipynb and make it simpler than it is now. Some potential ideas (to be critiqued - they're coming from a complete newbie to this area):

  • Explain what is hematopoiesis and the problem we're exploring in the notebook.
  • Explain the data a bit more. Short descriptions of the columns and summary statistics?
  • Explain how monocle fits into this whole setup.

Unrelated question: what's a good way to evaluate if BranchedGPs are doing a good job at figuring out the branching points? Is there a notion of "ground truth"?

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