Adds Sparsemax block

[warthecatalyst]

finish an activation sparseMax for tabular Nets

[codecov-commenter]

Codecov Report

Base: 72.08% // Head: 69.96% // Decreases project coverage by -2.12% ⚠️

Coverage data is based on head (ac095ea) compared to base (bb5073f).
Patch coverage: 68.37% of modified lines in pull request are covered.

Additional details and impacted files

@@             Coverage Diff              @@
##             master    #2028      +/-   ##
============================================
- Coverage     72.08%   69.96%   -2.13%     
- Complexity     5126     5953     +827     
============================================
  Files           473      588     +115     
  Lines         21970    26309    +4339     
  Branches       2351     2862     +511     
============================================
+ Hits          15838    18406    +2568     
- Misses         4925     6519    +1594     
- Partials       1207     1384     +177     

Impacted Files	Coverage Δ
api/src/main/java/ai/djl/modality/cv/Image.java	69.23% <ø> (-4.11%)	⬇️
...rc/main/java/ai/djl/modality/cv/MultiBoxPrior.java	76.00% <ø> (ø)
...rc/main/java/ai/djl/modality/cv/output/Joints.java	71.42% <ø> (ø)
.../main/java/ai/djl/modality/cv/output/Landmark.java	100.00% <ø> (ø)
...main/java/ai/djl/modality/cv/output/Rectangle.java	72.41% <0.00%> (ø)
...i/djl/modality/cv/translator/BigGANTranslator.java	21.42% <0.00%> (-5.24%)	⬇️
...odality/cv/translator/BigGANTranslatorFactory.java	33.33% <0.00%> (+8.33%)	⬆️
.../cv/translator/InstanceSegmentationTranslator.java	0.00% <0.00%> (-86.59%)	⬇️
...nslator/InstanceSegmentationTranslatorFactory.java	7.14% <0.00%> (-11.04%)	⬇️
.../cv/translator/SemanticSegmentationTranslator.java	0.00% <0.00%> (ø)
... and 501 more

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