add slope, focal and cost distance with Stencils.jl #447
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Use Stencils.jl for fast parallel/GPU focal and slope filters, and a (single threaded but still fast) cost_distance model.
This PR will likely take a bit to be finalised and may need some changes to Stencils.jl.
Closes #410