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docs: add explanation dashboard integration example notebook #1236

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imatiach-msft
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Using this PR and creating a new notebook instead of updating an existing notebook: #1228

Closing the other PR based on comments.

======== Description from previous PR:

This PR integrates the RAI widgets with the SHAP interpretability notebook.
Specifically, it demonstrates how to create an interpret-community style explanation from the local importance values, which can then be visualized in the ExplanationDashboard widget locally and optionally uploaded to AzureML.

In a near-term future TODO, the ExplanationAdapter can be integrated directly into the SHAP explainer with explain_local and explain_global APIs, so the explainer can output the explanation directly.

Please add this image in the examples URL which demonstrates how the ExplanationDashboard will look like after passing the interpret-community explanation to it:

ExplanationDashboard

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/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

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codecov-commenter commented Nov 2, 2021

Codecov Report

Merging #1236 (a3f3f14) into master (9b9c2fb) will increase coverage by 0.01%.
The diff coverage is n/a.

Impacted file tree graph

@@            Coverage Diff             @@
##           master    #1236      +/-   ##
==========================================
+ Coverage   83.57%   83.59%   +0.01%     
==========================================
  Files         264      264              
  Lines       12919    12919              
  Branches      634      634              
==========================================
+ Hits        10797    10799       +2     
+ Misses       2122     2120       -2     
Impacted Files Coverage Δ
.../execution/streaming/continuous/HTTPSourceV2.scala 92.80% <0.00%> (+0.71%) ⬆️

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/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

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/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

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/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

memoryz
memoryz previously approved these changes Nov 2, 2021
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As discussed on Teams, please add a comment for the "!pip install" command for Synapse. The rest looks great! Thank you so much!

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/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

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/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

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/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

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/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

@imatiach-msft imatiach-msft merged commit 127c70a into microsoft:master Nov 2, 2021
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4 participants