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Linear operators for discretizations of differential equations and scientific machine learning (SciML)
PyTorch implementation of the Hessian-free optimizer
Matrix-free implementation of accelerated projected gradient descent for large-scale non-negative least-squares problems.
Iterative matrix-free eigensolver (Davidson-Liu algorithm) with ndarray
Practical session on implementing probabilistic linear solvers at the Probabilistic Numerics Spring School 2024
A library to build up lazily evaluated expressions of linear transforms for efficient scientific computing. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711022000218
Jeremy L Thompson PhD dissertation