add GPRegression by SSM demo

[HoangMHNguyen]

add 2 notebooks on implementing GP regression by state-space model

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[bvdmitri]

@HoangMHNguyen , thanks for this demo! They are very quite good imo, but there are couple of points I would like you to address:

• Your branch was outdated with the current master, I merged master into your branch, don't forget to do git pull first when you make new changes
• Could you please merge two notebook into one? I would advise you to simply add Matern 5/2 example right after the Matern 3/2 as a new section in a single Jupyter notebook. Write something like: "Lets try to use a different kernel now..."
• You made an impressive work explaining the model specification and made useful references, however the demo does not have any result analysis. To me it seems a bit off, such a nice introduction and a simple output at the end. Could you please add a bit of words at the end as well. Not much, but smth like:
  • "We need missing rules because..."
  • "Here how we can plot out results..."
  • "The results make sense, because ..."

Overall looks very good, please address these minor comments and we will merge 👍

[bvdmitri]

Documentation is failing due to the PyPlot library, which is unrelated to this PR.

[HoangMHNguyen]

@bvdmitri Thanks for your comments! I have created a new notebook that combines old ones and also added some words to explain the result and other stuff.

[codecov-commenter]

Codecov Report

Base: 76.83% // Head: 76.83% // No change to project coverage 👍

Coverage data is based on head (f63174d) compared to base (23a7c95).
Patch has no changes to coverable lines.

Additional details and impacted files

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[ismailsenoz]

I think it looks fine—well done Hoang.