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We present a new Python package called Anemone for modelling 1D TEM responses. Anemone is built with PyTorch, allowing it run on Graphics Processing Units for highly parallel computing of forward responses. In this abstract we give an overview of Anemone including some example code snippets and an evaluation of its accuracy against the analytic solution for the magnetic field in the center of a circular loop on resistive halfspace.