Math.NET Numerics

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  1. 1 vote
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      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
    • Add full multigrid solver (FMG) for boundary value problems, e.g. the Poisson equation.

      Many simluation and some image processing tasks require solving differential equations, such as heat equation and linear elliptic equation (Poisson equation).

      In case of 2D data (images), these become partial differential equations (PDEs).

      These can be solved in linear time using multigrid preconditioner with some relaxation scheme (Gauss-Seidel, CG, biCG).

      Some reference, including source code, can be found in Press et al.: "Numerical Recipes, 3rd edition".

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        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
      • Valuation of top eigenvalues/eigenvectors only

        Hi,

        CPU time to perform Matrix diagonalization scales like n^3 where n is the size of the matrix. In many applications, however, one needs to know the top eigenvalues/eigenvectors only.
        MKL provides this: "LAPACKE_dsyevr" where one can select how many eigenvalues one wants to compute.
        Would be great if this functionality was available in mathnet!

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          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
        • Levinson Decomposition

          Levinnson Decomposition (both symmetric and non symmetric) was available in dnAnalytics 0.2 and are highly popular in signal processing. (via alibeirami)

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            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
          • Add Matrix indexing using int arrays for row and columns indices to give sub matrix

            Allow the following A[row, cols] where each of rows and cols are int arrays.

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              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
            • Histogram should allow custom bucket definition

              The existing constructors of the Histogram function allow for a defined number of buckets or a defined number of buckets with a lower and upper bound. It is also useful to specifically define the buckets. For example, I need to do a histogram of a double[] array in increments of 0.5.

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                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
              • Add the "Periodic" to "SplineBoundaryCondition" on MathNet.Numerics.Interpolation

                Currently, the condition Natural/ParaboricallyTerminated/FirstDerivative/SecondDerivative are on "SplineBoundaryCondition", but I'd like to add Periodic on it(I guess this is equivalent to "csape" on MATLAB).

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                  0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                • Eiganvalues and Eiganvectors

                  A function that can evaluate a square matrix for eiganvalues and eiganvectors similar to MATLAB's eig() function.

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                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                  • Vector Autoregression

                    I am a finance professional who is currently using python to run vector autogression. I would prefer to implement in a .NET stack.

                    The python library is called statstools and there is a similar package in R called VAR.

                    https://github.com/statsmodels/statsmodels/blob/master/docs/source/vector_ar.rst#id5

                    I am happy to get involved in adding this feature but may need support.

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                    • Dense and sparse matrix slicing based on input user defined indices

                      This should allow functionality similar to MATLAB:
                      Suppose that A is the following matrix

                      A = [ 10 20 30 40 ;
                      11 21 31 41;
                      12 22 32 42;
                      13 23 33 43]

                      and I = { 1, 2, 4 } and J = { 3, 4 }

                      A_IJ = A[I, J]

                      should return a slice of the matrix according to the indices specified:
                      A_IJ = [ 30 40;
                      31 41;
                      33 43 ]

                      The same idea is very useful for arrays and it should work in both directions, for example:

                      A[I, J] += some_3by2_matrix;

                      The same for sparse…

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                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
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