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description = "Firedrake provides a high-level library for the automated solution of PDE by finite element methods. In order to use Firedrake as a basis for scientific machine learning, we need to make it callable within a learning framework sy as PyTorch. This package provides such bindings by means of extending PyTorch.Function, the base class for user-defined operations."