DeepCoder: Learning to Write Programs

7 Nov 2016Matej BalogAlexander L. GauntMarc BrockschmidtSebastian NowozinDaniel Tarlow

We develop a first line of attack for solving programming competition-style problems from input-output examples using deep learning. The approach is to train a neural network to predict properties of the program that generated the outputs from the inputs... (read more)

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