preparing for new contributing content

[aimalz]

Some small changes to documentation that predate the refactoring but are better to do before adding in the naming conventions.

Change Description

• [ ] My PR includes a link to the issue that I am addressing

Solution Description

Code Quality

• [ ] I have read the Contribution Guide
• [ ] My code follows the code style of this project
• [ ] My code builds (or compiles) cleanly without any errors or warnings
• [ ] My code contains relevant comments and necessary documentation

Project-Specific Pull Request Checklists

Bug Fix Checklist

• [ ] My fix includes a new test that breaks as a result of the bug (if possible)
• [ ] My change includes a breaking change
  • [ ] My change includes backwards compatibility and deprecation warnings (if possible)

New Feature Checklist

• [ ] I have added or updated the docstrings associated with my feature using the NumPy docstring format
• [ ] I have updated the tutorial to highlight my new feature (if appropriate)
• [ ] I have added unit/End-to-End (E2E) test cases to cover my new feature
• [ ] My change includes a breaking change
  • [ ] My change includes backwards compatibility and deprecation warnings (if possible)

Documentation Change Checklist

• [ ] Any updated docstrings use the NumPy docstring format

Build/CI Change Checklist

• [ ] If required or optional dependencies have changed (including version numbers), I have updated the README to reflect this
• [ ] If this is a new CI setup, I have added the associated badge to the README

Other Change Checklist

• [ ] Any new or updated docstrings use the NumPy docstring format.
• [ ] I have updated the tutorial to highlight my new feature (if appropriate)
• [ ] I have added unit/End-to-End (E2E) test cases to cover any changes
• [ ] My change includes a breaking change
  • [ ] My change includes backwards compatibility and deprecation warnings (if possible)

[codecov[bot]]

Codecov Report

Patch coverage has no change and project coverage change: +22.65 :tada:

Comparison is base (3dd752d) 77.34% compared to head (61b5f52) 100.00%.

Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #41 +/- ## ============================================ + Coverage 77.34% 100.00% +22.65% ============================================ Files 3 1 -2 Lines 128 1 -127 ============================================ - Hits 99 1 -98 + Misses 29 0 -29 ```

:umbrella: View full report in Codecov by Sentry.
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