Edit of asset "Large Linear Algebra (c++)" Accepted
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| Title | Large Linear Algebra (c++) | Large Linear Algebra (c++) |
| Description |
This GDExtension implements matrix algebra and solving routines for matrices of arbitrary dimensions. It is implemented in c++, using GDExtension to maximise performance. This extension implements three main types, that are directly accessible within GDScript: DenseMatrix, SparseMatrix, VectorN. Its Features Include: - Sparse and Dense Matrix representations with double precision arithmetic. - Efficient Matrix-Matrix and Matrix-Vector multiplication for Dense and Sparse Matrices. - Heterogenous arithmetic between different Matrix representations and Vectors, including Multiplication, Addition, and Subtraction. - Routines for the conversion between Dense and Sparse Matrices, and Godot built-in PackedFloat64Array types. - Both In-place and Not-in-place variants of a number of arithmetical operations, for efficiency. Some operations are in-place only, and Matrices should be explicitly cloned if that is the desired behaviour. - Direct solving using Gaussian Elimination with Partial Pivoting for Dense Matrices - Matrix inverses calculated using Gaussian Elimination with Partial Pivoting for Dense Matrices - Iterative solvers for Dense and Sparse Matrices, using the Conjugate Gradient Method. |
This GDExtension implements matrix algebra and solving routines for matrices of arbitrary dimensions. It is implemented in c++, using GDExtension to maximise performance. This extension implements three main types, that are directly accessible within GDScript: DenseMatrix, SparseMatrix, VectorN. Its Features Include: - Sparse and Dense Matrix representations with double precision arithmetic. - Efficient Matrix-Matrix and Matrix-Vector multiplication for Dense and Sparse Matrices. - Heterogenous arithmetic between different Matrix representations and Vectors, including Multiplication, Addition, and Subtraction. - Routines for the conversion between Dense and Sparse Matrices, and Godot built-in PackedFloat64Array types. - Both In-place and Not-in-place variants of a number of arithmetical operations, for efficiency. Some operations are in-place only, and Matrices should be explicitly cloned if that is the desired behaviour. - Direct solving using Gaussian Elimination with Partial Pivoting for Dense Matrices - Matrix inverses calculated using Gaussian Elimination with Partial Pivoting for Dense Matrices - Iterative solvers for Dense and Sparse Matrices, using the Conjugate Gradient Method. |
| Category | Misc | Misc |
| License | BSL-1.0 | BSL-1.0 |
| Repository Provider | GitHub | GitHub |
| Repository Url | https://github.com/Johnnoe2618/large-linear-algebra | https://github.com/Johnnoe2618/large-linear-algebra |
| Issues Url | https://github.com/Johnnoe2618/large-linear-algebra/issues | https://github.com/Johnnoe2618/large-linear-algebra/issues |
| Godot version | Godot 4.1 | Godot 4.1 |
| Version String | 1.0.0 | 1.0.0 |
| Download Commit | 08dd5d028ee8d86db90d3975c8ae9327b5efacef | 08dd5d028ee8d86db90d3975c8ae9327b5efacef |
| Download Url (Computed) | https://github.com/Johnnoe2618/large-linear-algebra/archive/08dd5d028ee8d86db90d3975c8ae9327b5efacef.zip | https://github.com/Johnnoe2618/large-linear-algebra/archive/08dd5d028ee8d86db90d3975c8ae9327b5efacef.zip |
| Icon Url |
https://raw.githubusercontent.com/Johnnoe2618/large-linear-algebra/08dd5d028ee8d86db90d3975c8ae9327b5efacef/addons/largelinearalgebra/LargeLinearAlgebraIcon.png
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https://raw.githubusercontent.com/Johnnoe2618/large-linear-algebra/08dd5d028ee8d86db90d3975c8ae9327b5efacef/addons/largelinearalgebra/LargeLinearAlgebraIcon.png
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