Features/1563 Add Dynamic Mode Decomposition (DMD)

[mrfh92]

Due Diligence

• General:
  • title of the PR is suitable to appear in the Release Notes
• Implementation:
  • unit tests: all split configurations tested
  • unit tests: multiple dtypes tested
  • benchmarks: created for new functionality
  • benchmarks: performance improved or maintained
  • documentation updated where needed

Description

Issue/s resolved: #1563

Type of change

New feature (non-breaking change which adds functionality)

Does this change modify the behaviour of other functions? If so, which?

no

[github-actions]

Thank you for the PR!

[codecov]

Codecov Report

Attention: Patch coverage is 85.26316% with 28 lines in your changes missing coverage. Please review.

Project coverage is 92.02%. Comparing base (3e9ab1c) to head (8b85afe).
Report is 4 commits behind head on main.

Files with missing lines	Patch %	Lines
heat/decomposition/dmd.py	79.25%	28 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1639      +/-   ##
==========================================
- Coverage   92.13%   92.02%   -0.11%     
==========================================
  Files          83       84       +1     
  Lines       12165    12333     +168     
==========================================
+ Hits        11208    11350     +142     
- Misses        957      983      +26     

Flag	Coverage Δ
unit	92.02% <85.26%> (-0.11%)	⬇️

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[github-actions]

Thank you for the PR!

[mrfh92]

todo: think about what .predict should do

[github-actions]

Thank you for the PR!

[github-actions]

Thank you for the PR!

[github-actions]

Thank you for the PR!

[github-actions]

Thank you for the PR!