tensorflow_chessbot
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Model piece counts as training data attributes
Arguably given enough nodes and training data a neural network would eventually evolve the concept of counting; perhaps until then it makes sense for training data to include piece counts as attributes (e.g. 1 white king, 1 black king, etc.).