A sparse KLU solver for PyTorch.
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Jan 10, 2022 - Python
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sparse-linear-systems
Here are 11 public repositories matching this topic...
Solve sparse linear systems in JAX using the KLU algorithm
python solver autograd sparse-linear-systems sparse-matrix suitesparse sparse-matrices sparse-linear-solver solve jax klu klu-algorithm
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May 13, 2025 - Python
A collection of utility functions to work with PyTorch sparse tensors
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Sep 11, 2025 - Python
Python bindings for the MUMPS package MUMPS: a parallel sparse direct solver
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Nov 14, 2017 - Python
Heat diffusion over a lattice network.
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May 14, 2020 - Python
A neural network implementation that predicts what the solution to a sparse matrix equation will be. The prediction is then fed into a solver (using methods such as Gauss-Seidel, Jacobi, etc.) as the initial guess solution vector. The initial guess is close to the solution and therefore the amount of iterations required for convergence is reduced.
ai neural-network artificial-intelligence artificial-neural-networks sparse-linear-systems numerical-methods sparse-matrix
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Jul 10, 2018 - Python
Python wrapper for the sparse QR decomposition in SuiteSparseQR.
python wrapper numpy python3 bindings scipy sparse-linear-systems python2 sparse-matrix python27 python34 suitesparse qr-decomposition sparse-linear-solver qr-factorisation
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Aug 31, 2017 - Python
Analysis and implementation of the GMRES iterative method for solving sparse linear systems. Numerical Methods course project of Facultad de Ingenieria - UDELAR.
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Nov 29, 2021 - Python
Code of algorithms in IEEE L-CSS article "Pointwise-Sparse Actuator Scheduling for Linear Systems with Controllability Guarantee" by L. Ballotta, G. Joseph, and I. R. Thete.
linear-systems sparse-linear-systems greedy-algorithms control-design mcmc-algorithm actuator-scheduling piecewise-sparse-control
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Mar 4, 2025 - Python
Comparison of Sparse Linear Systems solvers via Cholesky Decomposition.
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Jul 6, 2023 - Python
Solve matrix equations in python.
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May 11, 2020 - Python
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