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Convention when writing mutual information #1

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@p16i

In the tutorial, I see two styles of writing mutual information, namely I(X: Y) and I(X; Y).

It would be better if we are consistent here. Maybe we can use I(X; Y) because I often see people use I(X; Y).

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