add text interpretability dashboard UI

[imatiach-msft]

Description

Add UI code for text interpretability dashboard, based on the dashboard from https://github.com/interpretml/interpret-text, which will now move into this repository. This PR also adds the test app. Minor touch-ups in UI and python interface will be added in future PRs.

Areas changed

npm packages changed:

• responsibleai/causality
• responsibleai/core-ui
• responsibleai/counterfactuals
• responsibleai/dataset-explorer
• responsibleai/fairness
• responsibleai/interpret
• responsibleai/localization
• responsibleai/mlchartlib
• responsibleai/model-assessment
• responsibleai/interpret-text

Python packages changed:

• raiwidgets
• responsibleai
• erroranalysis
• rai_core_flask

Tests

• No new tests required.
• New tests for the added feature are part of this PR.
• I validated the changes manually.

Screenshots (if appropriate):

Updated! New view of the app (now using highcharts!):

This is the dashboard from the interpret-text repo test app (note some slight differences in colors, position, etc are still there and will need to be fixed):

Documentation:

• My change requires a change to the documentation.
• I have updated the documentation accordingly.

[codecov-commenter]

Codecov Report

Merging #1159 (6ca05e9) into main (30bfe87) will not change coverage.
The diff coverage is n/a.

@@           Coverage Diff           @@
##             main    #1159   +/-   ##
=======================================
  Coverage   87.32%   87.32%           
=======================================
  Files         107      107           
  Lines        5040     5040           
=======================================
  Hits         4401     4401           
  Misses        639      639           

Flag	Coverage Δ
unittests	87.32% <ø> (ø)

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[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/int-text-ui/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/int-text-ui/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/int-text-ui/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/int-text-ui/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/int-text-ui/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/int-text-ui/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/int-text-ui/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/int-text-ui/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/int-text-ui/dashboard/index.html

[imatiach-msft]

created issue:
#1548
to track handling colors

and another issue:
#1549
to add UI tests

as follow-ups to this PR