0.4.x

[rodrigo-arenas]

Features:

• Implemented callbacks module to stop the optimization process based in the current iteration metrics, currently implemented: sklearn_genetic.callbacks.ThresholdStopping , sklearn_genetic.callbacks.ConsecutiveStopping and sklearn_genetic.callbacks.DeltaThreshold.
• The algorithms 'eaSimple', 'eaMuPlusLambda', 'eaMuCommaLambda' are now implemented in the module sklearn_genetic.algorithms for more control over their options, rather that taking the deap.algorithms module
• Implemented the sklearn_genetic.plots module and added the function sklearn_genetic.plots.plot_search_space, this function plots a mixed counter, scatter and histogram plots over all the fitted hyperparameters and their cross-validation score
• Documentation based in rst with Sphinx to host in read the docs. It includes public classes and functions documentation as well as several tutorials on how to use the package
• Added best_params_ and best_estimator_ properties after fitting GASearchCV
• Added optional parameters refit, pre_dispatch and error_score

[codecov[bot]]

Codecov Report

Merging #4 (e46c4c1) into master (afe563d) will increase coverage by 0.13%. The diff coverage is 100.00%.

@@            Coverage Diff             @@
##           master       #4      +/-   ##
==========================================
+ Coverage   99.65%   99.79%   +0.13%     
==========================================
  Files           8       13       +5     
  Lines         294      485     +191     
==========================================
+ Hits          293      484     +191     
  Misses          1        1              

Impacted Files	Coverage Δ
sklearn_genetic/__init__.py	100.00% <100.00%> (ø)
sklearn_genetic/_version.py	100.00% <100.00%> (ø)
sklearn_genetic/algorithms.py	100.00% <100.00%> (ø)
sklearn_genetic/callbacks.py	100.00% <100.00%> (ø)
sklearn_genetic/genetic_search.py	99.40% <100.00%> (-0.03%)	:arrow_down:
sklearn_genetic/parameters.py	100.00% <100.00%> (ø)
sklearn_genetic/plots.py	100.00% <100.00%> (ø)
sklearn_genetic/space/__init__.py	100.00% <100.00%> (ø)
sklearn_genetic/space/base.py	100.00% <100.00%> (ø)
sklearn_genetic/space/space.py	100.00% <100.00%> (ø)
... and 9 more

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