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ShaynAli / Aipen

Evolutionary engine for easier hyper-parameter optimization of AI and ML models.
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Arena enhancements #16

Open ShaynAli opened 6 years ago

ShaynAli commented 6 years ago

Allow the Aipen arena to optimize instance of itself.

ShaynAli commented 6 years ago

Can allow for higher degree of nesting (arena optimizing an arena which is optimizing another arena) creating an optimization tree. Can optimize structure of tree as well, by starting with a random tree and pruning/inserting to optimize.

ShaynAli commented 6 years ago

Can be be implemented through a new class which implements Arena (class to be made) and the EvolutionaryModel class.