@validbeck if you are OK with committing https://github.com/validmind/validmind-library/pull/350/files#r2036206897, I will approve this PR. We can also chat more about terminology at our standup.

@nrichers Changed all the nebulous references to "ValidMind Library Python API", as even though that is a mouthful that is the most accurate description.

PR Summary

This pull request primarily focuses on updating the documentation and notebook metadata for the ValidMind Library. The changes include:

1. Documentation Title Updates: The title in various documentation files has been updated from "ValidMind Library" to "ValidMind Library Python API". This change affects the following files:

   • docs/_sidebar.yml
   • docs/templates/module.qmd.jinja2
   • docs/templates/sidebar.qmd.jinja2
   • docs/validmind.qmd

2. Notebook Metadata Enhancements: The metadata in the validate_application_scorecard.ipynb notebook has been updated to include a kernelspec section specifying the display name, language, and name of the kernel. Additionally, the Python version has been specified as 3.10.13.

3. Tutorial Notebook Updates: The tutorial notebook intro_for_model_developers.ipynb has been updated to change the numbering format of the tutorial series from "101", "102", etc., to "1", "2", etc., for better readability and consistency.

4. Version Bump: The version of the ValidMind Library has been incremented from 2.8.18 to 2.8.19 in pyproject.toml and validmind/__version__.py.

Test Suggestions

• Verify that the documentation titles are correctly updated in the rendered documentation.
• Check that the notebook validate_application_scorecard.ipynb runs without errors using the specified Python 3.10.13 kernel.
• Ensure that the tutorial notebook intro_for_model_developers.ipynb displays the updated numbering format correctly.
• Perform a regression test to ensure that the version bump does not introduce any new issues.