man advect/api/scipy
SCIPY(3)Library CallsSCIPY(3)
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SciPy

advect.scipy provides differentiable, NumPy-backed versions of selected SciPy functions. Install it with the advect[scipy] extra and import the functions from advect.scipy; direct calls to scipy.* continue to use SciPy itself. The Scientific Python tutorial shows the pattern in a complete derivative. The generated SciPy compatibility page lists the available functions and where they can run.

Special functions and image processing may participate in dynamic transforms and in the staged lifetimes declared by the catalog. The root and GMRES factories are concrete, first-order dynamic callbacks for implicit_root; their opaque solver iterations are not staged. See the implicit differentiation tutorial for both callbacks together.

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[1:docs] [2:playground] $ man advect/api/scipy