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Implement `Cube` class

Basic Cube functionality will be needed to use mlpack's Convolution layer for neural networks.

(It's also just generally useful.)

For this issue we should focus on:

  • constructors for Cube
  • element access for Cube
  • .slice() support

Certainly more will be useful later, but this is at least a good start.

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