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sparse and dense matrix, linear algebra, visualization, big data
The Universal Java Matrix Package (UJMP) is an open source Java library which provides sparse and dense matrix classes, as well as a large number of calculations for linear algebra such as matrix multiplication or matrix inverse. Operations such as mean, correlation, standard deviation, replacement of missing values or the calculation of mutual information are supported, too.
The Universal Java Matrix Package provides various visualization methods, import and export filters for a large...
This is a framework used to decompose hierarchical graphs, i.e.,graphs which were created from or
contain a hierarchy of modules. Each module is reused several times in the hierarchy. This may be useful to reverse-engineer
human constructs like electronic equipment, manufactured
machines, or bureaucratic hierarchies; but also
to decompose natural constructs like gene-relation
or protein-relation nets.
...It offers a Fortran77 parser with code transformations, variable disambiguation, and modular output to other programming languages.
It also offers already translated versions of Lapack and quadprog to Java, .Net and VBA, to give access to SVD, LU, QR, Cholesky, eigenvalue decomposition, linear system solving and QP optimization in those three languages.
superseded by SgpDec http://sgpdec.sf.net Java implementation of the holonomy algorithm for the algebraic hierarchical decomposition of finite state automata.
SB-MASE is aimed at students and researchers in AI, for simulation and control of agents and robots. It uses task based decomposition and the subsumption architecture as its core control mechanisms and includes numerous possibilities for adding plug-ins.
JTSA is an educational time series analysis tool for simple calculations and forecasts using the additional or multiplicative seasonal decomposition method.