Support AISE

[negvet]

Support AISE: Adaptive Input Sampling for Explanation of Black-box Models

Preset for black-box methods
Explanation now can take as input a dictionary as well

[goodsong81]

Thank you for the new feature! Looks like WIP, but please keep the unit test coverage > 90% ;)
Left minor comments.

[codecov]

Codecov Report

Attention: Patch coverage is 94.27083% with 11 lines in your changes missing coverage. Please review.

Project coverage is 91.59%. Comparing base (b1fd326) to head (fb418c6).

Files	Patch %	Lines
openvino_xai/methods/black_box/aise.py	96.63%	4 Missing ⚠️
openvino_xai/explainer/explanation.py	76.92%	3 Missing ⚠️
openvino_xai/common/utils.py	93.10%	2 Missing ⚠️
openvino_xai/methods/factory.py	75.00%	2 Missing ⚠️

Additional details and impacted files

@@             Coverage Diff             @@
##           develop      #49      +/-   ##
===========================================
+ Coverage    91.02%   91.59%   +0.56%     
===========================================
  Files           18       19       +1     
  Lines         1070     1213     +143     
===========================================
+ Hits           974     1111     +137     
- Misses          96      102       +6     

Flag	Coverage Δ
dev-py310	91.59% <94.27%> (+0.56%)	⬆️

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[GalyaZalesskaya]

Thank you for the update. Minor comments are below