Reorganisation of examples

[albertpod]

This PR addresses #97

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Patch and project coverage have no change.

Comparison is base (92d325a) 81.22% compared to head (2573579) 81.22%.

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  Coverage   81.22%   81.22%           
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  Files          11       11           
  Lines        1209     1209           
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  Hits          982      982           
  Misses        227      227           

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[bartvanerp]

Now also fixes #136.

[albertpod]

ping @bvdmitri

The reorganization is completed.

[albertpod]

kind ping @bvdmitri

[bvdmitri]

ping @albertpod @bartvanerp

I fixed the script that generates the examples and the documentation. The layout of the .meta.jl has been changed. Could you please add descriptions for each sub-category (except hidden_examples) and verify/improve descriptions of each example? For example the description of the Autoregressive Models example is outdated.

• make examples - to generate the examples, reads data from the .meta.jl
• make docs - to generate the documentation AFTER the examples have been pre-generated
• open docs/build/index.html preview the documentation (linux only, on windows just open the file manually)