LAML is a stand-alone pure Java library for linear algebra and machine learning. The goal is to build efficient and easy-to-use linear algebra and machine learning libraries. The reason why linear algebra and machine learning are built together is that full control of the basic data structures for matrices and vectors is required to have fast implementation for machine learning methods. Additionally, LAML provides a lot of commonly used matrix functions in the same signature to MATLAB, thus can also be used to manually convert MATLAB code to Java code.
Latest 5 files |
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| Name | Size | Date | Download count |
| LAML-1.6.5.jar | 1.4 MB | 2016-07-13 10:17 | 13 |
| Tutorial-LAML.pdf | 116.4 KB | 2015-07-14 06:00 | 83 |
| Readme.txt | 58.2 KB | 2015-07-14 05:53 | 14 |
| LAML-1.6.2-Javadoc.zip | 929.5 KB | 2015-07-07 01:34 | 8 |
| LAML-1.6.2.jar | 1.4 MB | 2015-07-07 01:34 | 8 |
All Files |
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| LAML | |||
| LAML-1.6.5.jar | 1.4 MB | 2016-07-13 10:17 | 13 |
| Tutorial-LAML.pdf | 116.4 KB | 2015-07-14 06:00 | 83 |
| Readme.txt | 58.2 KB | 2015-07-14 05:53 | 14 |
| old-release | |||
| LAML-1.6.2-Javadoc.zip | 929.5 KB | 2015-07-07 01:34 | 8 |
| LAML-1.6.2.jar | 1.4 MB | 2015-07-07 01:34 | 8 |
| LAML-1.6.1.jar | 1.3 MB | 2015-05-14 00:05 | 2 |
| LAML-1.6-Javadoc.zip | 895.1 KB | 2015-05-13 23:59 | 9 |
| History.txt | 1.8 KB | 2015-07-07 01:22 | 5 |
| doc | |||
| allclasses-frame.html | 13.4 KB | 2015-04-02 04:38 | 0 |
| allclasses-noframe.html | 11.3 KB | 2015-04-02 04:38 | 1 |
| deprecated-list.html | 4.5 KB | 2015-04-02 04:38 | 1 |
| help-doc.html | 8.6 KB | 2015-04-02 04:38 | 1 |
| index-files | |||
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| index-12.html | 45.0 KB | 2015-04-02 04:38 | 0 |
| index-13.html | 62.2 KB | 2015-04-02 04:38 | 2 |
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| index-1.html | 33.1 KB | 2015-04-02 04:38 | 1 |
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| index.html | 1.5 KB | 2015-04-02 04:38 | 0 |
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| LUDecomposition.html | 4.0 KB | 2015-04-02 04:38 | 0 |
| QRDecomposition.html | 4.0 KB | 2015-04-02 04:38 | 4 |
| SingularValueDecomposition.html | 4.1 KB | 2015-04-02 04:38 | 1 |
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| IO.html | 3.8 KB | 2015-04-02 04:38 | 2 |
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| matrix | |||
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| SparseMatrix.html | 79.3 KB | 2015-04-02 04:38 | 2 |
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| SparseVector.html | 9.9 KB | 2015-04-02 04:38 | 0 |
| Test.html | 3.8 KB | 2015-04-02 04:38 | 5 |
| Vector.html | 118.9 KB | 2015-04-02 04:38 | 0 |
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| AdaBoost.html | 4.0 KB | 2015-04-02 04:38 | 2 |
| Classifier.html | 10.0 KB | 2015-04-02 04:38 | 3 |
| LinearBinarySVM.html | 4.0 KB | 2015-04-02 04:38 | 4 |
| LinearMCSVM.html | 4.0 KB | 2015-04-02 04:38 | 4 |
| LogisticRegressionByBoundConstrainedPLBFGS.html | 4.3 KB | 2015-04-02 04:38 | 0 |
| LogisticRegressionByNonlinearConjugateGradient.html | 4.4 KB | 2015-04-02 04:38 | 3 |
| LogisticRegressionByNonnegativePLBFGS.html | 4.3 KB | 2015-04-02 04:38 | 2 |
| LogisticRegression.html | 4.1 KB | 2015-04-02 04:38 | 0 |
| MaxEnt.html | 3.9 KB | 2015-04-02 04:38 | 3 |
| MaxEntModel.html | 4.0 KB | 2015-04-02 04:38 | 0 |
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| Clustering.html | 6.6 KB | 2015-04-02 04:38 | 2 |
| KMeans.html | 3.9 KB | 2015-04-02 04:38 | 6 |
| L1NMF.html | 5.6 KB | 2015-04-02 04:38 | 6 |
| NMF.html | 3.9 KB | 2015-04-02 04:38 | 6 |
| SpectralClustering.html | 4.0 KB | 2015-04-02 04:38 | 1 |
| package-frame.html | 1.1 KB | 2015-04-02 04:38 | 0 |
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| graph | |||
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| Edge.html | 5.7 KB | 2015-04-02 04:38 | 2 |
| Graph.html | 6.3 KB | 2015-04-02 04:38 | 3 |
| Vertex.html | 16.3 KB | 2015-04-02 04:38 | 2 |
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| Edge.html | 11.8 KB | 2015-04-02 04:38 | 2 |
| Graph.html | 13.1 KB | 2015-04-02 04:38 | 1 |
| Vertex.html | 20.4 KB | 2015-04-02 04:38 | 1 |
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| Manifold.html | 23.1 KB | 2015-04-02 04:38 | 1 |
| optimization | |||
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| AcceleratedGradientDescent.html | 4.1 KB | 2015-04-02 04:38 | 0 |
| AcceleratedProximalGradient.html | 4.1 KB | 2015-04-02 04:38 | 1 |
| BoundConstrainedPLBFGS.html | 4.1 KB | 2015-04-02 04:38 | 5 |
| GeneralQP.html | 4.0 KB | 2015-04-02 04:38 | 3 |
| GeneralQPViaPrimalDualInteriorPoint.html | 4.2 KB | 2015-04-02 04:38 | 1 |
| LBFGSForVector.html | 4.0 KB | 2015-04-02 04:38 | 1 |
| LBFGS.html | 3.9 KB | 2015-04-02 04:38 | 2 |
| LBFGSOnSimplex.html | 4.0 KB | 2015-04-02 04:38 | 0 |
| NonlinearConjugateGradient.html | 4.1 KB | 2015-04-02 04:38 | 4 |
| NonnegativePLBFGS.html | 4.0 KB | 2015-04-02 04:38 | 0 |
| PhaseIResult.html | 6.4 KB | 2015-04-02 04:38 | 5 |
| PrimalDualInteriorPoint.html | 4.1 KB | 2015-04-02 04:38 | 2 |
| Projection.html | 6.3 KB | 2015-04-02 04:38 | 0 |
| ProjL1.html | 3.9 KB | 2015-04-02 04:38 | 3 |
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| ProximalMapping.html | 8.4 KB | 2015-04-02 04:38 | 0 |
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| ProxPlus.html | 3.9 KB | 2015-04-02 04:38 | 0 |
| QPSolution.html | 11.6 KB | 2015-04-02 04:38 | 0 |
| QPWithBoundConstraints.html | 4.1 KB | 2015-04-02 04:38 | 3 |
| ShrinkageOperator.html | 4.0 KB | 2015-04-02 04:38 | 0 |
| package-use.html | 5.6 KB | 2015-04-02 04:38 | 2 |
| AcceleratedProximalGradient.html | 23.4 KB | 2015-04-02 04:38 | 1 |
| BoundConstrainedPLBFGS.html | 29.5 KB | 2015-04-02 04:38 | 0 |
| GeneralQP.html | 16.7 KB | 2015-04-02 04:38 | 2 |
| GeneralQPViaPrimalDualInteriorPoint.html | 13.8 KB | 2015-04-02 04:38 | 1 |
| LBFGSForVector.html | 23.1 KB | 2015-04-02 04:38 | 2 |
| LBFGS.html | 22.9 KB | 2015-04-02 04:38 | 4 |
| LBFGSOnSimplex.html | 26.4 KB | 2015-04-02 04:38 | 0 |
| NonlinearConjugateGradient.html | 19.8 KB | 2015-04-02 04:38 | 0 |
| NonnegativePLBFGS.html | 24.3 KB | 2015-04-02 04:38 | 0 |
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| PhaseIResult.html | 10.2 KB | 2015-04-02 04:38 | 1 |
| PrimalDualInteriorPoint.html | 35.5 KB | 2015-04-02 04:38 | 1 |
| Projection.html | 8.8 KB | 2015-04-02 04:38 | 1 |
| ProjL1.html | 11.5 KB | 2015-04-02 04:38 | 3 |
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| Prox.html | 10.9 KB | 2015-04-02 04:38 | 1 |
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| AcceleratedGradientDescent.html | 22.2 KB | 2015-04-02 04:38 | 0 |
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| KMeansOptions.html | 6.4 KB | 2015-04-02 04:38 | 1 |
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| SpectralClusteringOptions.html | 6.8 KB | 2015-04-02 04:38 | 0 |
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| MaxPQueue.html | 24.1 KB | 2015-04-02 04:38 | 6 |
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| MinPQueue.html | 24.8 KB | 2015-04-02 04:38 | 0 |
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| Utility.keyDescendComparator.html | 10.0 KB | 2015-04-02 04:38 | 1 |
| overview-summary.html | 6.5 KB | 2015-04-02 04:38 | 2 |
| overview-tree.html | 24.5 KB | 2015-04-02 04:38 | 2 |
| constant-values.html | 18.7 KB | 2015-04-02 04:38 | 4 |
| serialized-form.html | 16.6 KB | 2015-04-02 04:38 | 1 |
| overview-frame.html | 2.4 KB | 2015-04-02 04:38 | 0 |
| package-list | 0.3 KB | 2015-04-02 04:38 | 0 |