Plot of output for simple Keras XOR model with two input nodes, two hidden nodes and one output node. Trained for 10000 epochs with sigmoid activation functions. The red dots are the input points for the model, the black lines are the classification boundaries for the two sigmoid functions. The contourplot shows the model output for the rasterized input data.

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