Save and Load MABs

[maypink]

Add save and load methods for MAB.

[aim-pep8-bot]

Hello @maypink! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found:

There are currently no PEP 8 issues detected in this Pull Request. Cheers! :beers:

Comment last updated at 2023-09-12 09:53:08 UTC

[codecov-commenter]

Codecov Report

Merging #185 (cb27961) into main (147df93) will increase coverage by 0.19%. Report is 5 commits behind head on main. The diff coverage is 93.33%.

@@            Coverage Diff             @@
##             main     #185      +/-   ##
==========================================
+ Coverage   74.10%   74.30%   +0.19%     
==========================================
  Files         129      129              
  Lines        7678     7717      +39     
==========================================
+ Hits         5690     5734      +44     
+ Misses       1988     1983       -5     

Files Changed	Coverage Δ
...olem/core/optimisers/genetic/operators/mutation.py	89.21% <ø> (-1.79%)	:arrow_down:
...m/core/optimisers/adaptive/mab_agents/mab_agent.py	77.27% <93.10%> (+36.73%)	:arrow_up:
golem/core/optimisers/optimization_parameters.py	97.14% <100.00%> (+0.08%)	:arrow_up:

... and 5 files with indirect coverage changes