Release version 0.3.0

[dphogan]

Description

Release of version 0.3.0

Added

• 20200701, dphogan: Added multimodal preprocessing subpackage (#360)
• 20200716, dphogan: Added three-part tutorial for preprocessing subpackage

  Fixed

• 20200630, dphogan: Remove edge case numeric values from loss function tests (#358)
• 20200706, dphogan: Added API reference entry for utils.data
• 20200706, roshanr11: fixed checkpoint_frequency parameter in YAML files to work as intended
• 20200706, roshanr11: tqdm progress bar fixed, follow-up on previous issue (#335)

Type of change

Please delete options that are not relevant.

• [X] Bug fix (non-breaking change which fixes an issue)
• [X] New feature (non-breaking change which adds functionality)
• [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected - these changes will not be merged until major releases!)

How Has This Been Tested?

Please describe tests that you added to the pytest codebase (if applicable).

Checklist:

• [ ] My PR has a descriptive title
• [ ] My code follows PEP8
• [ ] I have performed a self-review of my own code
• [ ] I have commented my code, particularly in hard-to-understand areas
• [ ] I have made corresponding changes to the documentation
• [ ] My changes generate no new errors
• [ ] I have added tests that prove my fix is effective or that my feature works
• [ ] My PR passes Travis CI tests
• [ ] My PR does not reduce coverage in Codecov

If your PR does not fulfill all of the requirements in the checklist above, that's OK! Just prepend [WIP] to the PR title until they are all satisfied. If you need help, @-mention a maintainer and/or add the Status: Help Needed label.

[codecov[bot]]

Codecov Report

Merging #391 into master will decrease coverage by 8.36%. The diff coverage is 30.42%.

@@            Coverage Diff             @@
##           master     #391      +/-   ##
==========================================
- Coverage   64.54%   56.17%   -8.37%     
==========================================
  Files          72       81       +9     
  Lines        5328     6930    +1602     
==========================================
+ Hits         3439     3893     +454     
- Misses       1889     3037    +1148     

Impacted Files	Coverage Δ
solaris/bin/make_graphs.py	0.00% <0.00%> (ø)
solaris/bin/make_masks.py	0.00% <0.00%> (ø)
solaris/nets/torch_callbacks.py	42.45% <0.00%> (ø)
solaris/nets/train.py	12.04% <0.00%> (-0.38%)	:arrow_down:
solaris/raster/image.py	43.65% <6.25%> (-9.35%)	:arrow_down:
solaris/nets/zoo/multiclass_segmentation.py	12.83% <12.83%> (ø)
solaris/preproc/sar.py	17.66% <17.66%> (ø)
solaris/preproc/image.py	22.15% <22.15%> (ø)
solaris/preproc/pipesegment.py	22.58% <22.58%> (ø)
solaris/nets/model_io.py	17.72% <25.00%> (-0.47%)	:arrow_down:
... and 28 more

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