Projection-based weather regimes

[chpolste]

Description

A class to define a weather regime classification based on patterns and functions to project anomaly fields onto these patterns to compute a regime index.

TODO

• Array backend compatibility
• Example notebook for the docs

Contributor Declaration

By opening this pull request, I affirm the following:

• All authors agree to the Contributor License Agreement.
• The code follows the project's coding standards.
• I have performed self-review and added comments where needed.
• I have added or updated tests to verify that my changes are effective and functional.
• I have run all existing tests and confirmed they pass.

[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 99.62%. Comparing base (02051e5) to head (b70326a).

Additional details and impacted files

@@             Coverage Diff             @@
##           develop      #88      +/-   ##
===========================================
+ Coverage    99.58%   99.62%   +0.03%     
===========================================
  Files           14       16       +2     
  Lines          962     1064     +102     
  Branches        15       15              
===========================================
+ Hits           958     1060     +102     
  Misses           2        2              
  Partials         2        2              

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.