docs: Introduce Responsible AI section on website (Interpretability + DataBalanceAnalysis)

[ms-kashyap]

I am making these changes for the "Next" section of the website. Did the following:

• Renaming the "Model Interpretability" section on the website to "Responsible AI" for both Features and Examples
• Additionally, moving Data Balance Analysis into this section
• Generated "Interpretability - Explanation Dashboard" markdown from notebook which was added a couple days ago
• Generated "DataBalanceAnalysis - Adult Census Income" markdown from notebook + pictures that it references

The "DataBalanceAnalysis - Adult Census Income" notebook in notebooks/ contains cell outputs (matplotlib figures), so I had to make some changes to notebookconvert.py to:

• From the notebook, generate a markdown file with no spaces in the name
• Generate the extra folder and files of cell outputs with no spaces in their names
• Rename the markdown file to match original notebook name

Also note: In website/src/pages/index.js, I had to point to docs/next/features instead of docs/features because the folder structure changes are reflected in Next, not 0.9.1. I wonder if there is a better way for me to do this.

The Responsible AI section under Features and Examples will look like this:

[memoryz]

Can we also do these two things:

1. Move the Snow Leopard Detection notebook to Examples -> Responsible AI section.
2. Rename Features -> Responsible AI -> "About" to "Model Interpretation on Spark"

[ms-kashyap]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 1 pipeline(s).

[codecov-commenter]

Codecov Report

Merging #1241 (3b3593b) into master (ba41290) will not change coverage.
The diff coverage is n/a.

@@           Coverage Diff           @@
##           master    #1241   +/-   ##
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  Coverage   83.12%   83.12%           
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  Files         300      300           
  Lines       13699    13699           
  Branches      660      660           
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  Hits        11387    11387           
  Misses       2312     2312           

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[serena-ruan]

Can we also do these two things:

1. Move the Snow Leopard Detection notebook to Examples -> Responsible AI section.
2. Rename Features -> Responsible AI -> "About" to "Model Interpretation on Spark"

Hi Jason, could we keep the Snow Leopard Detection in Features still? There should be one outstanding notebook examples inside each sub folders under features. Or do you prefer putting another one?

[serena-ruan]

Can we also do these two things:

1. Move the Snow Leopard Detection notebook to Examples -> Responsible AI section.
2. Rename Features -> Responsible AI -> "About" to "Model Interpretation on Spark"

Hi Jason, could we keep the Snow Leopard Detection in Features still? There should be one outstanding notebook examples inside each sub folders under features. Or do you prefer putting another one?

@memoryz

[memoryz]

Can we also do these two things:

1. Move the Snow Leopard Detection notebook to Examples -> Responsible AI section.
2. Rename Features -> Responsible AI -> "About" to "Model Interpretation on Spark"

Hi Jason, could we keep the Snow Leopard Detection in Features still? There should be one outstanding notebook examples inside each sub folders under features. Or do you prefer putting another one?

Hi @serena-ruan, the snow leopard detection notebook uses the deprecated API. If there should be one outstanding notebook example, can we replace it with "Interpretability - Image Explainers.ipynb" instead?

[serena-ruan]

Can we also do these two things:

1. Move the Snow Leopard Detection notebook to Examples -> Responsible AI section.
2. Rename Features -> Responsible AI -> "About" to "Model Interpretation on Spark"

Hi Jason, could we keep the Snow Leopard Detection in Features still? There should be one outstanding notebook examples inside each sub folders under features. Or do you prefer putting another one?

Hi @serena-ruan, the snow leopard detection notebook uses the deprecated API. If there should be one outstanding notebook example, can we replace it with "Interpretability - Image Explainers.ipynb" instead?

Sure! Thanks for the comment. @ms-kashyap Kashyap could you pls change it?

[ms-kashyap]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 1 pipeline(s).

[ms-kashyap]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 1 pipeline(s).

[memoryz]

Thank you @ms-kashyap

[serena-ruan]

Thanks for the changes! Looks perfect!