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Numerical analysis in Javascript

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Implement CG. http://en.wikipedia.org/wiki/Conjugate_gradient_method The implementation should be matrix-free and should allow for a matrix-free preconditioner.

Difficulty: Medium

Implement GMRES. http://en.wikipedia.org/wiki/Generalized_minimal_residual_method The implementation should be matrix-free and allow for a matrix-free preconditioner.

Difficulty: Medium

Implement Agressive Early Deflation in eig and svd.

Difficulty: Hard

Implement MG (maybe AMG is best?) http://en.wikipedia.org/wiki/Multigrid_method

Difficulty: Medium

I need a systematic benchmarking tool that I can run using d8 and node to compare two versions of numeric. I need to make sure that every function in numeric...

Difficulty: Medium

Implement many more of the benchmarks for numeric.uncmin() from Moré et al. (1981). These benchmarks were really important to get uncmin() to actually work, and I have the feeling that...

Difficulty: Easy

Test numeric.solveQP() against standard test problems.

Difficulty: Easy

Hello there, I am relatively new to linear algebra, but I think I may have spotted a bug. When using numeric.solve(A, b), it appears b can only be a column...

Difficulty: Medium

Hello, everyone. My name is Velislav and I am developing a mathematical library in typescript. As good practice I use the numericjs for efficiency and output comparison with my own...