OMLT documentation

[agarciadiego]

Summary/Motivation:

• adds documentation and solves issue OMLT/Keras Documentation For New API #1003

Changes proposed in this PR:

• Adds documentation for OMLT keras surrogates

Legal Acknowledgement

By contributing to this software project, I agree to the following terms and conditions for my contribution:

1. I agree my contributions are submitted under the license terms described in the LICENSE.txt file at the top level of this directory.
2. I represent I am authorized to make the contributions and grant the license. If my employer has rights to intellectual property that includes these contributions, I represent that I have received permission to make contributions and grant the required license on behalf of that employer.

[codecov]

Codecov Report

Patch coverage has no change and project coverage change: -0.01 ⚠️

Comparison is base (45e12e4) 76.80% compared to head (a411f56) 76.80%.

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1185      +/-   ##
==========================================
- Coverage   76.80%   76.80%   -0.01%     
==========================================
  Files         390      390              
  Lines       61723    61723              
  Branches    11376    11376              
==========================================
- Hits        47408    47405       -3     
- Misses      11854    11858       +4     
+ Partials     2461     2460       -1     

see 1 file with indirect coverage changes

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[agarciadiego]

@bpaul4 @MAZamarripa you have more experience using this tool. Let me know if I'm missing an option that a user would require to have in the documentation

[adowling2]

@Xinhe-Chen Any feedback on this documentation?

[bpaul4]

Thank you @agarciadiego for contributing this documentation. The pages look nice, I left a few comments and minor suggestions.

[Xinhe-Chen]

@Xinhe-Chen Any feedback on this documentation?

I will review it later today or tomorrow.

[MAZamarripa]

Looks good to me
Bonus if we add an example "how to scale inputs/outputs."

[ksbeattie]

@Xinhe-Chen, any news? We'd like to get this in the May release, which we hope to create the RC for next week.

[bpaul4]

Everything works and looks great. Thanks!

[Xinhe-Chen]

This PR looks good to me! Thank you for your effort!