v1.0.3 update
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2017 05/27
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A number of changes applied in March and April. My apologies for the delayed updates to github.
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A timer is added. This is helpful when conducting comparisons of run times, given various configurations and datasets.
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If you go looking for this code, search for 'time.time' in _main.py for the Desktop interface, and in _base_class.py
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for the Server interface.
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Raised tree_depth_max to 100 in _main in order to essentially remove the tree depth ceiling, allowing for the multi-
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generational increase in tree depth. While this re-introduces bloat, it does provide for a greater degree of
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experimental freedom. A reminder that the _server has always allowed for tree_depth_max to be set to any level.
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Changed the balance of operators (reproduction, mutation, crossover) from a percentage to a fixed quantity in both the
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default settings and in the user defined alteration.
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The User Guide is updated with some minor adjustments to wording.
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I have removed tools/ from Karoo package, as these will be re-launched as their own set of packages and associated
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github repository. I am working to give each a proper interface and more broad functionality outside of the
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Karoo package. Stay tuned!
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Please also note that the variable os.environ (line 28 in _base_class.py) can be set to [0, 1, 2] to trigger 3 levels
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of on-screen, TensorFlow run-time error logging. You can experiment with this to determine what is right for you.
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The much desired trig operators will be returned to Karoo GP v1.0.4. Log and boolean operators shortly thereafter. I
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offer my apology for the delay, as I know this has inhibited some expanded uses of Karoo in the past few months.
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2017 02/13
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Returned 'cwd = os.getcwd()' to 'cwd = os.path.dirname(full_path)' in fx_karoo_data_load in order to sustain chron
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