feat: add count_nonzero to specification
#803
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This PR
count_nonzerofor counting the number of "non-zero" values #794 by adding support for counting the number of non-zero values to the specification.max,mean,sum, etc) in supporting one or more axes over which to perform the reduction and in supportingkeepdimsto ensure the returned result is broadcast compatible.nonzeros(ref: Add specifications for functions for searching arrays #23 (comment)) in disallowing zero-dimensional input arrays. Note, however, that the statistical function APIs do not contain any explicit guidance regarding minimum rank.nonzerosby moving the notes to a dedicated notes section (i.e., below the "fold").