[cl3misch]

I could never understand why people use dstack, hstack and the like. I think plain np.stack and specifying the axis explicitely is easier to write and to read.

For transposes, np.einsum can be easier to read as it let's you use (single character, admittedly) axis specifiers to "name" them.