Major refactor v2

[alcides]

This refactor will do a few things:

• Extract Machine Learning applications to outside genetic engine (and into the geml package)
• Shift around the Individual and Node, so that there are no dependencies on GP
• Implement an API for Program Synthesis methods that do not have to be GP
• Implement a new Callback API within the evaluator, to record progress in an agnostic way
• Implement exhaustive search
• Implement a new method to intercept random, to enable reinforcement learning
• Redo ProbabilisticGE

[codecov]

Codecov Report

Attention: 124 lines in your changes are missing coverage. Please review.

Comparison is base (085d013) 83.39% compared to head (ad1c13a) 85.98%.

Files	Patch %	Lines
geneticengine/representations/tree/operators.py	59.52%	17 Missing ⚠️
geml/simplegp.py	84.61%	14 Missing ⚠️
...ons/grammatical_evolution/dynamic_structured_ge.py	91.39%	13 Missing ⚠️
...esentations/grammatical_evolution/structured_ge.py	82.89%	13 Missing ⚠️
geneticengine/evaluation/budget.py	71.05%	11 Missing ⚠️
tests/gp/performance_test.py	61.90%	8 Missing ⚠️
tests/gp/probabilistic_test.py	55.55%	8 Missing ⚠️
...neticengine/algorithms/gp/operators/combinators.py	45.45%	6 Missing ⚠️
geneticengine/evaluation/tracker.py	94.36%	4 Missing ⚠️
geneticengine/representations/api.py	81.81%	4 Missing ⚠️
... and 15 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #149      +/-   ##
==========================================
+ Coverage   83.39%   85.98%   +2.58%     
==========================================
  Files          90       84       -6     
  Lines        5530     4232    -1298     
==========================================
- Hits         4612     3639     -973     
+ Misses        918      593     -325     

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