Matrix Toolkit Java
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Original author(s) | Original: Bjørn-Ove Heimsund |
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Stable release | 0.9.14
/ November 22, 2011 |
Type | Library |
License | LGPL |
Website | code |
Matrix Toolkit Java (MTJ) is an open source Java software library for performing numerical linear algebra. The library contains a full set of standard linear algebra operations for dense matrices based off of BLAS and LAPACK code. Partial set of sparse operations is provided through the Templates project. The library can be configured to ran as a pure Java library or use BLAS machine-optimized code through the Java Native Interface.
MTJ was originally developed by Bjørn-Ove Heimsund, who has taken a step back due to other commitments. The project webpage states that "(The new maintainers are) primarily concerned with keeping the library maintained, and fixing bugs as they are discovered. There is no road plan for future releases".[1]
Usage Examples
Example of Singular Value Decomposition (SVD):
SVD svd = new SVD(matA.numRows(),matA.numColumns());
SVD s = svd.factor(matA);
DenseMatrix U = s.getU();
DenseMatrix S = s.getS();
DenseMatrix Vt = s.getVt();
Example of matrix multiplication:
DenseMatrix result = new DenseMatrix(matA.numRows(),matB.numColumns());
matA.mult(matB,result);
See also
References
- ^ "MTJ Project Page". MTJ. Retrieved November 30, 2012.
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External links
- Matrix Toolkit Java (MTJ) project webpage