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The BatchNormalizationLayer skeleton code can be found in mlp.layers. The tests use the mlp.layers implementation so be sure to reload your notebook when you update your mlp.layers code. \item - A notebook \verb+Convolutional_layer_tests+ which includes + A notebook \verb+ConvolutionalLayer_tests.ipynb+ which includes test functions to check the implementations of the Convolutional layer \texttt{fprop}, \texttt{bprop} and \texttt{grads\_wrt\_params} methods. The ConvolutionalLayer skeleton code can be found in mlp.layers.