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A package for efficiently solving linear systems of equations based on graph properties. Any matrix representing an underlying real-world system can be represented by a graph, for example a mechanical system, chemical molecules, neural networks, ... The code of the package is currently used for the robotics simulator [Dojo.jl](https://github.com/dojo-sim/Dojo.jl)
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A package for efficiently solving block-based linear systems of equations based on graph properties. Any matrix representing an underlying real-world system can be represented by a graph, for example mechanical system, robots, chemical molecules, ... The package is currently used for the robotics simulator [Dojo.jl](https://github.com/dojo-sim/Dojo.jl)
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By providing the adjacency matrix of a graph-based system, the `GraphBasedSystems` package can automatically exploit the existing sparsity when solving the linear system to speed up calculations. Currently, the LDU, LU, LDLt, and LLt decomposition/backsubstitution are implemented. LLt is currently slow due to memory allocations.
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By providing the adjacency matrix of a graph-based system, the `GraphBasedSystems` package can automatically exploit existing sparsity when solving the linear system to speed up calculations. Currently, the LDU, LU, LDLt, and LLt decomposition/backsubstitution are implemented. LLt is currently slow due to memory allocations.
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