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Matrix-Solvers

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Collection of iterative solvers for large, sparse linear systems — includes serial C, OpenMP-parallelized, and NumPy implementations (Jacobi, Gauss–Seidel, SOR, CG, BiCGSTAB, etc.)

c high-performance-computing iterative-methods matrix-solver numerical-analysis numerical-linear-algebra openmp python

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Name		Name	Last commit message	Last commit date
C codes		C codes
MPI_using_python		MPI_using_python
OpenMP_codes		OpenMP_codes
Python_codes		Python_codes
README.md		README.md

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⚙️ Iterative Matrix Solvers — Quick Reference

📂 Layout

C codes/ — serial C implementations of some standard iterative solvers for large, sparse linear systems
OpenMP_codes/ — OpenMP parallelized versions of the same algorithms
Python_codes/ — Python (NumPy) implementations

🚀 Build & Run

Place mat.txt (row-major) and vec.txt in the solver folder.

🔍 More details: See the individual README.md files inside each folder for solver descriptions and usage examples.

About

Collection of iterative solvers for large, sparse linear systems — includes serial C, OpenMP-parallelized, and NumPy implementations (Jacobi, Gauss–Seidel, SOR, CG, BiCGSTAB, etc.)

c high-performance-computing iterative-methods matrix-solver numerical-analysis numerical-linear-algebra openmp python

0 stars

0 watching

Report repository

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