deeplearning4j / deeplearning4j/deeplearning4j-examples

Possible corrections to feed-forward tutorial

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Description

Concerning the tutorial here:
https://deeplearning4j.org/tutorials/04-feed-forward
A number of possible corrections I may or may not be right about:
The first example has an input and output layer but it says:
"As you can see above that we have made a feed-forward network configuration with one hidden layer. "

Also the input layer is a DenseLayer, not a FeedForwardLayer as I would assume it would be for this tutorial. In the second example there are multiple OutputLayers and no FeedForwardLayers as well.

Also the code seems to be an old version of dl4j. NeuralNetConfiguration.Builder doesn't seem to have learningRate or regularization anymore.

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