gh-256: unmixing

[JaimeRZP]

New Features

• unmixing.py: contains 3 methods to unmix E and B modes
  • heracles.forwards(t, M): applies the mixing matrix to full sky theory to go to partial sky
  • heracles.inversion(d, M): inverts the mixing matrix in partial sky data to go to full sky
  • heracles.natural_unmixing(d, M): divides the real space correlation function of partial sky data by the correlation function of the mask to go to full sky.
• unmixing.ipynb: a full tutorial of the methods that builds up from the main tutorial. It also shows how to combine the forwards and inversion methods to do the master method.

Known issues

• The functions that move between Cl's and corr's are not very heracles like and could be streamlined.
• We don't have built in function in heracles to do bin the mixing matrix.

[JaimeRZP]

pre-commit.ci autofix

[codecov]

Codecov Report

❌ Patch coverage is 71.02804% with 62 lines in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
heracles/unmixing.py	63.41%	60 Missing ⚠️
heracles/transforms.py	71.42%	2 Missing ⚠️

Flag	Coverage Δ
py3.10	80.88% <71.02%> (-1.35%)	⬇️
py3.11	80.88% <71.02%> (-1.35%)	⬇️
py3.12	80.84% <71.02%> (-1.35%)	⬇️
py3.13	80.84% <71.02%> (-1.35%)	⬇️
py3.9	80.91% <71.02%> (-1.35%)	⬇️

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Files with missing lines	Coverage Δ
heracles/__init__.py	82.35% <100.00%> (+2.35%)	⬆️
heracles/dices/__init__.py	100.00% <ø> (ø)
heracles/dices/jackknife.py	97.22% <100.00%> (+0.28%)	⬆️
heracles/dices/shrinkage.py	100.00% <100.00%> (ø)
heracles/dices/utils.py	100.00% <100.00%> (ø)
heracles/transforms.py	84.31% <71.42%> (ø)
heracles/unmixing.py	63.41% <63.41%> (ø)

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[JaimeRZP]

Deprecated in favor of #287