I have an array of uint8's that has a shape of X*Y*Z*8, I would like to calculate modes along the 8 axis so that I end up with an array that has the shape X*Y*Z and is full of modes. I'm having problems finding a good way of doing this. My attempts at solving this using bincount or histogram produce an intermediate array that is 32x the size of my input data and somewhat larger than I have the memory to deal with. Can anyone suggest a good way to produce modes over sets of 8 bytes?
Also in the instance where there are multiple modes for a particular set I'm happy for it to pick any one arbitrarily. G
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