Refactor v1

[ismael-mendoza]

Copied over from #348 due to a mistake when making a release...

• Closes remove channels_last option #396
• Closes Add SNR as a metric #171
• Closes Enable computation in multiple batches when saving results #167
• Closes Should we return lists or single objects?  #280
• Closes add scarlet notebook back to CI #395
• Closes augment data bug #419

Priority

• allow DeblendExample to use multiple bands (see Scarlet refactor #421)
• test and add to tutorial Scarlet deblender

ToDo

• fix tests (minimal)
• fix pylint linting
• linting keep: pylint, flake8, isort, pydocstyle, nbstripout, black
• add minimal docs, delete old parts
• delete or cleanup notebooks
• fix README (minimal)
• keep precommit?
• need to add token to publish in pypi (publish.yml)

[codecov]

Codecov Report

Patch coverage: 56.03% and project coverage change: -28.63% ⚠️

Comparison is base (ebc7365) 88.00% compared to head (96a7543) 59.37%.

Additional details and impacted files

@@             Coverage Diff             @@
##              dev     #412       +/-   ##
===========================================
- Coverage   88.00%   59.37%   -28.63%     
===========================================
  Files          11       19        +8     
  Lines        1575     1430      -145     
===========================================
- Hits         1386      849      -537     
- Misses        189      581      +392     

Flag	Coverage Δ
unittests	59.37% <56.03%> (-28.63%)	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files Changed	Coverage Δ
btk/plotting.py	0.00% <0.00%> (ø)
btk/measure.py	25.00% <21.73%> (-58.58%)	⬇️
btk/deblend.py	37.14% <37.14%> (ø)
btk/metrics/utils.py	38.88% <38.88%> (ø)
btk/sampling_functions.py	49.05% <44.11%> (-45.20%)	⬇️
btk/metrics/segmentation.py	47.82% <47.82%> (ø)
btk/blend_batch.py	51.58% <51.58%> (ø)
btk/metrics/detection.py	60.00% <60.00%> (ø)
btk/multiprocess.py	69.23% <71.42%> (-26.77%)	⬇️
btk/draw_blends.py	76.51% <75.89%> (-14.57%)	⬇️
... and 9 more

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

[review-notebook-app]

Check out this pull request on 

See visual diffs & provide feedback on Jupyter Notebooks.

---

Powered by ReviewNB