deeplearning4j / deeplearning4j/deeplearning4j-docs

Review/update ND4J user guide

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Description

https://nd4j.org/userguide

I don't think this has been updated in quite a while.
One thing I noticed is that the index accumulation ops section doesn't use the convenience methods INDArray.argmax etc.
We've also got a ton of new ops that we should probably mention here.

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