Creating Indicator Matrix?

The thing about an indicator matrix like this, is it is better if you make it sparse. You will almost always be doing a matrix multiply with it anyway, so make that multiply an efficient one.

You would like to create the Index matrix to be sparse for memory sake. It is as easy as.

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