Base class of all order samplers.
Every order sampler subclass has to provide a method
__call__(). This method is called by an iterator before a new epoch, and it should return a new index order for the next epoch.
Sample the next order.
1-D array of indices. This is the order in which examples are sampled from a dataset in the next epoch.
- Return type