logsoftmax

Can we have a `logsoftmax` function in this repo? Essentially the same as:

https://github.com/FluxML/NNlib.jl/blob/ff3ac6eb807e9b41f46f28f8b3287d19f4b722c7/src/softmax.jl#L107

But I think it would make sense to have it here?