SoleXplorer 2.0

[PasoStudio73]

SoleXplorer was rewritten from the ground up, due to excessive memory usage of the first version.
This leads also to substantials changes in function callings and handling.

What's changed:

• parameters accept functions instead of previous "type, parametes" namedtuples. More concise and Sole idiomatic.
• extensive use of MLJ's Machine struct, avoiding unneccessary data duplication.
• prepare_dataset was upgraded to setup_dataset where additional parameters for multidim datasets are now properly handled.
• while SX v1 was intended starting from multidim datasets and treat numeric dataframes as special cases, v2 is intended as opposite: now multidim datasets are special cases, with their parametes loaded optionally. This is more logical and clear.
• now it's possible to build analysis using a chain of functions: setup_dataset > train_test > symbolic_analysis, see tests for usage examples.
• removed parameters checking ala matlab.

[codecov]

Codecov Report

Attention: Patch coverage is 89.73684% with 39 lines in your changes missing coverage. Please review.

Project coverage is 90.29%. Comparing base (36f357e) to head (4c8d8f3).
Report is 41 commits behind head on main.

Files with missing lines	Patch %	Lines
src/treatment.jl	77.94%	15 Missing ⚠️
src/symbolic_analysis.jl	84.50%	11 Missing ⚠️
src/partition.jl	66.66%	8 Missing ⚠️
src/train_test.jl	90.38%	5 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #70      +/-   ##
==========================================
- Coverage   97.05%   90.29%   -6.77%     
==========================================
  Files          17        8       -9     
  Lines         680      402     -278     
==========================================
- Hits          660      363     -297     
- Misses         20       39      +19     

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[PasoStudio73]

test passed, codecov at 90%, mostly Base.show and minor code lines