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Add diagnostic visualization tools #1631

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Add diagnostic visualization tools #1631

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Commits on Aug 29, 2022

  1. Add diagnostic visualization tools 

    This commit adds the feature to run diagnostic tools using ArviZ and
Bokeh in a Jupyter environment.

- Added a `tools` sub-package in the `diagnostics` package. This new
  sub-package adds the following files, each for a specific tool that
  runs ArviZ model diagnostics.

  - autocorrelation
  - effective_sample_size
  - marginal1d
  - marginal2d
  - trace

- The listed tools above also have two corresponding files, one for
  types and the other for methods used in the tool.

Resolves #1490
    @ndmlny-qs
    ndmlny-qs committed Aug 29, 2022
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  2. Revert typing

    @ndmlny-qs
    ndmlny-qs committed Aug 29, 2022
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  3. Add copyright notice

    @ndmlny-qs
    ndmlny-qs committed Aug 29, 2022
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  4. Fix linting errors

    @ndmlny-qs
    ndmlny-qs committed Aug 29, 2022
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  5. Fix bug associated with reverted types

    @ndmlny-qs
    ndmlny-qs committed Aug 29, 2022
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Commits on Aug 30, 2022

  1. Rebase and fix more type bugs

    @ndmlny-qs
    ndmlny-qs committed Aug 30, 2022
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  2. Make flake8 ignore py37 TypedDict unused import

    @ndmlny-qs
    ndmlny-qs committed Aug 30, 2022
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  3. Merge branch 'main' into issue1490/diagnostic-tools

    @ndmlny-qs
    ndmlny-qs authored Aug 30, 2022
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