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Efficient Java Matrix Library (EJML) is a linear algebra library for manipulating real/complex/dense/sparse matrices. Its design goals are; 1) to be as
Efficient_Java_Matrix_Library
Overview of and topical guide to Java
Interface (Java) Java virtual machine Java Class Library, standard library Java Development Kit Java Runtime Environment Javadoc Java package Java Platform
Outline of the Java programming language
Outline_of_the_Java_programming_language
List of programming software
that are used to produce computer software that runs on the Java Virtual Machine (JVM). A Java program interprets some of these languages, and others are
List_of_JVM_languages
Java software and development tools
algebra and random numbers. Efficient Java Matrix Library (EJML) – dense and sparse matrix computations and linear algebra Easy Java Simulations – Open Source
List of Java software and tools
List_of_Java_software_and_tools
Object-oriented programming language
component of Sun's Java platform. The original and reference implementation Java compilers, virtual machines (VMs), and class libraries were released by
Java_(programming_language)
Open-source set of common libraries for Java
Google Guava is an open-source set of common libraries for Java, mainly developed by Google engineers. Google Guava can be roughly divided into three components:
Google_Guava
Below is a list of notable Java programming language technologies (frameworks, libraries).
List_of_Java_frameworks
matrix calculations, combined with extensive Html reporting. Euler Mathematical Toolbox is an open-source numerical software system combining matrix language
List of open-source software for mathematics
List_of_open-source_software_for_mathematics
development platform Biopython BioPerl BioRuby BioJava COPASI Systems Biology Simulation Core Library Virtual Cell CellProfiler ImageJ PyMOL Jmol AlphaFold
List of free and open-source software packages
List_of_free_and_open-source_software_packages
Software used in mathematical applications
Simulation Library Armadillo Blitz++ Boost.uBLAS CGAL Class Library for Numbers deal.II Eigen GetFEM++ IML++ IT++ LAPACK++ Matrix Template Library MFEM Multiple
Mathematical_software
Scientific and Technical Computing. Efficient Java Matrix Library (EJML) is an open-source linear algebra library for manipulating dense matrices. JAMA
List_of_numerical_libraries
Software libraries
Project. The purpose of the Commons is to provide reusable, open source Java software. The Commons is composed of three parts: proper, sandbox, and dormant
Apache_Commons
library for building and simulating large-scale neural systems Neuroph – lightweight Java framework for creating neural networks OpenNN – C++ library
Lists of open-source artificial intelligence software
Lists_of_open-source_artificial_intelligence_software
Matrix decomposition method
positive-definite matrix into the product of a lower triangular matrix and its conjugate transpose, which is useful for efficient numerical solutions
Cholesky_decomposition
Abstract data type in computer science
type). Boost Graph Library: a powerful C++ graph library s.a. Boost (C++ libraries) Networkx: a Python graph library GraphMatcher a java program to align
Graph_(abstract_data_type)
Open source routing engine
GraphHopper is an open-source routing library and server written in Java and provides a routing API over HTTP. It runs on the server, desktop, Android
GraphHopper
Applying operations to whole sets of values simultaneously
efficient x = b / a. The problem is that generally matrix multiplications are not commutative as the extension of the scalar solution to the matrix case
Array_programming
Type of programming language
Python, and Java. In a stricter sense, it designates languages that are designed and optimized for handling mathematical formulas and matrix operations
Scientific programming language
Scientific_programming_language
Gradient boosting machine learning library
Boosting) is an open-source software library which provides a regularizing gradient boosting framework for C++, Java, Python, R, Julia, Perl, and Scala
XGBoost
Feature of some programming languages
elems[] + b.elems[]; return new DiagonalMatrix(sum); } In a language with only single dispatch, such as Java, multiple dispatch can be emulated with multiple
Multiple_dispatch
API for graph data and graph operations
traversing and transforming graphs) can be efficiently implemented via linear algebraic methods (e.g. matrix multiplication) over different semirings.
GraphBLAS
Exponentation in modular arithmetic
previous terms can be computed efficiently modulo n by computing Am mod n, where A is the corresponding k×k companion matrix. The above methods adapt easily
Modular_exponentiation
JavaScript library for 3D graphics
Three.js is a cross-browser JavaScript library and application programming interface (API) used to create and display animated 3D computer graphics in
Three.js
General-purpose programming language
surpassing Java for the first time in the history of the index. As of November 2024[update], the language ranks second after Python, with Java being in
C++
visualization. O-Matrix - a matrix programming language for mathematics, engineering, science, and financial analysis. OptimJ is a mathematical Java-based modeling
List of numerical-analysis software
List_of_numerical-analysis_software
Machine learning algorithm
FastICA is an efficient and popular algorithm for independent component analysis invented by Aapo Hyvärinen at Helsinki University of Technology. Like
FastICA
Type of stable matching problem
implementation of Irving's algorithm is available as part of the matching library. Java: A constraint programming model to find all stable matchings in the
Stable_roommates_problem
List of notable software written in or for the C++ programming language
software List of C software and tools List of Java frameworks List of JavaScript libraries and Comparison of JavaScript-based web frameworks List of Python
List of C++ software and tools
List_of_C++_software_and_tools
portal Colt is a set of open-source libraries for high-performance scientific and technical computing written in Java and developed at CERN. Colt was developed
Colt_(libraries)
Numerical technique
interactions between far-away basis functions using the FMM, the corresponding matrix elements do not need to be explicitly stored, resulting in a significant
Fast_multipole_method
Method to solve optimization problems
subclasses of IP and MIP problems that are efficiently solvable, most notably problems where the constraint matrix is totally unimodular and the right-hand
Linear_programming
Class of mathematical software
tensor algebra library for tensors of arbitrary dimensions and tensor decomposition into general tensor networks (focusing on matrix product states)
Tensor_software
Array representation in computer memory
Retrieved 30 March 2025. "Java Language Specification". Oracle. Retrieved 13 February 2016. "object Array". Scala Standard Library. Retrieved 1 May 2016.
Row-_and_column-major_order
Method of data analysis
for example, in LOBPCG, efficient blocking eliminates the accumulation of the errors, allows using high-level BLAS matrix-matrix product functions, and
Principal_component_analysis
Algorithm for determining similar regions between two molecular sequences
substitution matrix and the gap-scoring scheme). The main difference to the Needleman–Wunsch algorithm is that negative scoring matrix cells are set
Smith–Waterman_algorithm
Array data structure that compactly stores bits
represented by a bit array called a logical matrix. In the calculus of relations, these arrays are composed with matrix multiplication where the arithmetic is
Bit_array
General-purpose programming language
programmers then create interfaces to the library so that the routines can be used from higher-level languages like Java, Perl, and Python. File input and output
C_(programming_language)
Method for finding largest (or smallest) eigenvalues
many versions already appeared. Blocking allows utilizing highly efficient matrix-matrix operations, e.g., BLAS 3. The block size can be tuned to balance
LOBPCG
Machine learning software library
include Go and Swift. TensorFlow also has a library for machine learning in JavaScript. Using the provided JavaScript APIs, TensorFlow.js allows users to
TensorFlow
Software library for the C++ programming language
the library. The STL achieves its results through the use of templates. This approach provides compile-time polymorphism that is often more efficient than
Standard_Template_Library
Parallel computing platform and programming model
CUDA Sparse Matrix library NPP – NVIDIA Performance Primitives library nvGRAPH – NVIDIA Graph Analytics library NVML – NVIDIA Management Library NVRTC – NVIDIA
CUDA
Programming language and IDE
like ODBC, ADO, ADO.NET and even with Java by JDBC/ODBC Bridge or Java type 4 connectors. JBuilder was a tool for Java development based on Eclipse since
Delphi_(software)
Method of detecting shapes within images
Hough transform is a two-dimensional array (matrix) similar to the accumulator—one dimension of this matrix is the quantized angle θ {\displaystyle \theta
Hough_transform
Mathematical framework for investment risk
"PortfolioAllocation JavaScript library". github.com/lequant40. Retrieved 2018-06-13. Merton, Robert C. (September 1972). "An Analytic Derivation of the Efficient Portfolio
Modern_portfolio_theory
General purpose C++ library
set of C++ libraries providing users with library support similar to that found in other development environments, like the Java Class Library, .NET Framework
POCO_C++_Libraries
Functional programming language
new features (such as local functions with lexical scoping, efficient vector and matrix support, and the built-in C interface) and programs run much
Pure_(programming_language)
Wichmann, Brian A.; Hill, David I. (1982). "Algorithm AS 183: An Efficient and Portable Pseudo-Random Number Generator". Journal of the Royal Statistical
List of random number generators
List_of_random_number_generators
Pseudorandom number generator
(w-1)(w-1)} identity matrix. The rational normal form has the benefit that multiplication by A {\displaystyle A} can be efficiently expressed as: (remember
Mersenne_Twister
Computer programming paradigm
processing template library originally from the Stream Based Supercomputing Lab at Washington University in St. Louis Rimmel.js a JavaScript library enabling streams-based
Stream_processing
General-purpose programming language
versions may be included." Jython compiles Python 2.7 to Java bytecode, allowing the use of Java libraries from a Python program. Pyrex (last released in 2010)
Python_(programming_language)
List of programming languages types and the languages that meet its description
the Termite library) Gleam Go Haskell (through concurrent, distributed, and parallel programming across multiple machines) Java Join Java X10 Julia Joule
List of programming languages by type
List_of_programming_languages_by_type
Algorithms to complete a sudoku
Practice of Constraint Programming Multiple Authors. "Java Constraint Programming solver" (Java). JaCoP. Krzysztof Kuchcinski & Radoslaw Szymanek. Retrieved
Sudoku_solving_algorithms
Programming language
applications, produced by Intel. Matrix Template Library Metakit Microsoft Foundation Class Library Object Windows Library Object-oriented Abstract Type
Outline of the C++ programming language
Outline_of_the_C++_programming_language
Integer factorization algorithm
difficult to parallelize efficiently over many nodes or if the processing nodes do not each have enough memory to store the whole matrix. The block Wiedemann
Quadratic_sieve
Parallel programming model
programming models (Threads, MPI). The following example is based on the Java Skandium library for parallel programming. The objective is to implement an Algorithmic
Algorithmic_skeleton
Computer science concept
{\displaystyle \mathrm {matrix} _{\mathrm {multiply} }:\mathrm {matrix} (k,m)\times \mathrm {matrix} (m,n)\to \mathrm {matrix} (k,n)} where k, m, n are
Type_system
Data type that represents an ordered collection of elements (values or variables)
mathematical concepts vector and matrix, array types with one and two indices are often called vector type and matrix type, respectively. More generally
Array_(data_type)
Surface-approximation method
{\displaystyle {64\times 64}} matrix described in Lekien and Marsden. However, a proper implementation using a sparse format for the matrix (that is fairly sparse)
Tricubic_interpolation
Python library for graphs and networks
matrix of the graph. A Laplacian matrix L of a graph is defined as L = D − A {\displaystyle L=D-A} , where D {\displaystyle D} is the degree matrix (a
NetworkX
Computer software used for astrology
stars for a given date and time. The library can be integrated with several programming languages including C#, C++, Java, and .NET. The Swiss Ephemeris primarily
Astrology_software
Message-passing system for parallel computers
able to interface with such libraries, including C#, Java or Python. The advantages of MPI over older message-passing libraries are portability (because
Message_Passing_Interface
64-bit extension of the ARM architecture
Scalable Matrix Extension (SME)(ARMv9.2 only). SME adds new features to process matrices efficiently, such as: Matrix tile storage. On-the-fly matrix transposition
AArch64
languages with JavaCC". InfoWorld. Retrieved 2023-11-04. "JavaCC". JavaCC. Retrieved 2023-11-04. "Building parsers for the web with JavaCC & GWT (Part
Comparison of parser generators
Comparison_of_parser_generators
Compiler backend for multiple programming languages
Pascal, Halide, Haskell, Idris, Jai (only for optimized release builds), Java bytecode, Julia, Kotlin, LabVIEW's G language, Objective-C, OpenCL, Odin
LLVM
mathematical definition of matrix multiplication is this: The product of the m×p matrix A with the p×n matrix B is the m×n matrix whose (i,j)'th entry is
SequenceL
Iain; Chen, Weiliang; Wils, Stefan; De Schutter, Erik (May 2012). "STEPS: efficient simulation of stochastic reaction–diffusion models in realistic morphologies"
List of systems biology modeling software
List_of_systems_biology_modeling_software
Algorithm for measuring similarity between temporal sequences
UltraFastMPSearch Java library implements the UltraFastWWSearch algorithm for fast warping window tuning. The lbimproved C++ library implements Fast Nearest-Neighbor
Dynamic_time_warping
Root-finding algorithm
in the Numerical Recipes books. The Apache Commons Math library implements the algorithm in Java. The SciPy optimize module implements the algorithm in
Brent's_method
Technique in mathematical modeling
stands for "Java Reduced Model Simulations" and aims to enable import and simulation of various reduced models from multiple sources on any java-capable platform
Model_order_reduction
Probability distribution
good fitting results with only little user interaction. jPhase is a Java library which can also compute metrics for queues using the fitted phase type
Phase-type_distribution
Cholesky decomposition Symbolic Cholesky decomposition: Efficient way of storing sparse matrix Gibbs sampling: generates a sequence of samples from the
List_of_algorithms
Elliptic curve used in Internet cryptography
OMEMO, a proposed extension for XMPP (Jabber) Secure Shell Signal Protocol Matrix (protocol) Tox Zcash Transport Layer Security WireGuard Bitchat Conversations
Curve25519
Computer language specialized to a specific set of requirements or function
for the efficient development of domain-specific languages. It processes an extended grammar format that defines the DSL and generates Java components
Domain-specific_language
Algorithm for shuffling a finite sequence
provides examples in JavaScript with visualizations showing how the modern (Durstenfeld) Fisher–Yates shuffle is more efficient than other shuffles. The
Fisher–Yates_shuffle
Programming language
rewriting macros enable library implementations of common data structures, such as bignums and matrices, to be implemented efficiently and with syntactic integration
Nim_(programming_language)
JCE— Java Cryptography Extension JCL—Job Control Language JCP—Java Community Process JDBC—Java Database Connectivity JDK—Java Development Kit JEE—Java Enterprise
List of computing and IT abbreviations
List_of_computing_and_IT_abbreviations
Containers for scientific data
images can be parsed with the pySPM python library. Known converters for mzData to mzXML: Hermes: A Java "mzData, mzXML, mzML" converter to all directions:
Mass_spectrometry_data_format
Programming technique on linked lists
- a C# class library that implements DLX dlxlib npm package - a JavaScript library that implements DLX dancing-links-c++ - a C++ library that implements
Dancing_links
Free Java library
JRE emulation library JavaScript implementations of the commonly used classes in the Java standard class library (such as most of the java.lang package
Google_Web_Toolkit
Abstract data type in computer science
values with respect to the given order relation. For example, in Java standard library, PriorityQueue's the least elements with respect to the order have
Priority_queue
Google Developers information and code (RDS)
interpreter and the Python standard library. Google Plugin for Eclipse (GPE) is a set of software development tools that enables Java developers to design, build
Google_Developers
Algebraic modeling language
programming Global optimization Semidefinite programming problems with bilinear matrix inequalities Complementarity theory problems (MPECs) in discrete or continuous
AMPL
Arithmetic operation
as part of standard libraries: pow(x, y): C, C++ (in math library). Math.Pow(x, y): C#. math:pow(X, Y): Erlang. Math.pow(x, y): Java. [Math]::Pow(x, y):
Exponentiation
Software library for the SBML format
C++, C#, Java, Python, Perl, MATLAB, Octave, and Ruby programming languages. The C and C++ interfaces are implemented natively; the C#, Java, Perl, Python
LibSBML
Abstract data type
an SplStack class. Java's library contains a Stack class that is a specialization of Vector. Following is an example program in Java language, using that
Stack_(abstract_data_type)
Software which facilitates quantitative or qualitative analysis of social networks
raw network data formatted in an edgelist, adjacency list, or adjacency matrix (also called sociomatrix), often combined with (individual/node-level) attribute
Social network analysis software
Social_network_analysis_software
Type of parallel processing
convolution, and matrix multiplication. This unified memory architecture helps SIMD instructions operate on shared memory pools more efficiently. (The CPU part
Single instruction, multiple data
Single_instruction,_multiple_data
Model for representing text documents
high-performance, open source, full-featured text search engine library written entirely in Java. OpenSearch (software), Elasticsearch and Solr: the three most
Vector_space_model
Algorithm in graph theory
using Portable Class Libraries.) For Java, in the Apache Commons Graph library For JavaScript, in the Cytoscape library For Julia, in the Graphs.jl package
Floyd–Warshall_algorithm
Open standard for programming heterogenous computing systems, such as CPUs or GPUs
Tang, Tao; Huang, Chun; Wang, Zheng (2018). MOCL: An Efficient OpenCL Implementation for the Matrix-2000 Architecture (PDF). Proc. Int'l Conf. on Computing
OpenCL
Convex optimization problem
0,} i.e., a second-order cone constraint is equivalent to a linear matrix inequality. The nomenclature here can be confusing; here M ≽ 0 {\displaystyle
Second-order_cone_programming
Programming language standard
implementation that runs on the Java Virtual Machine. It includes a compiler to Java byte code, and allows access to Java libraries from CL. It was formerly
Common_Lisp
Standard example in game theory
(written by Axelrod and many contributors in Fortran) Prison, a library written in Java, last updated in 1998 Axelrod-Python, written in Python Evoplex
Prisoner's_dilemma
Type of data structure
foundation address, or base address. Because the mathematical concept of a matrix can be represented as a two-dimensional grid, two-dimensional arrays are
Array_(data_structure)
Evolutionary algorithm
create smoother and therefore more efficient fitness functions. Some popular fitness functions based on the confusion matrix include sensitivity/specificity
Gene_expression_programming
Subfield of mathematical topology
and ends with sparse matrices. Efficient and probabilistic Smith normal form algorithms, as found in the LinBox library. Simple homotopic reductions for
Computational_topology
Compilation of software used to produce phylogenetic trees
(UPGMA), Bayesian phylogenetic inference, maximum likelihood, and distance matrix methods. List of phylogenetic tree visualization software Patterson N, Moorjani
List of phylogenetics software
List_of_phylogenetics_software
Creation and maintenance of software
purpose of this integration is to deliver IT services more quickly and efficiently. Another focus in many programming methodologies is the idea of trying
Software_development
Overview of and topical guide to human–computer interaction
This source code is written in one or more programming languages (such as Java, C++, C#, Python, PHP etc.). The purpose of programming is to create a set
Outline of human–computer interaction
Outline_of_human–computer_interaction
power of formal proof systems. matrix In mathematics, a matrix, (plural matrices), is a rectangular array (see irregular matrix) of numbers, symbols, or expressions
Glossary_of_computer_science
EFFICIENT JAVA-MATRIX-LIBRARY
EFFICIENT JAVA-MATRIX-LIBRARY
Girl/Female
Arabic, Australian, Basque, French, Latin
Lady; Feminine of Martin; Warlike
Male
Slovene
Slovene form of Latin Jacobus, JAKA means "supplanter."
Male
Serbian
(Serbian Сава): Bulgarian and Serbian form of Spanish Sabas, SAVA means "old man." Compare with other forms of Sava.
Female
English
English form of Latin Viatrix, BEATRIX means "voyager (through life)."
Male
English
 English form of Roman Latin Martinus, MARTIN means "of/like Mars." Compare with another form of Martin.
Female
Hebrew
(חַוָּה) Variant spelling of Hebrew Chavvah, HAVA means "life."Â
Female
Hindi/Indian
(जया) Feminine form of Hindi Jay, JAYA means "victory."
Female
Finnish
Finnish form of Greek Maria, MAARIA means "obstinacy, rebelliousness" or "their rebellion."Â
Female
English
Pet form of English Matilda, MATTIE means "mighty in battle." Compare with masculine Mattie.
Female
Finnish
Finnish form of Greek Margarites, MAARIT means "pearl."
Male
French
 French form of Roman Latin Martinus, MARTIN means "of/like Mars." Compare with another form of Martin.
Male
English
Pet form of English Matthew, MATTIE means "gift of God." Compare with feminine Mattie.
Female
German
Pet form of German Katarine, KATRIN means "pure."
Male
English
Pet form of English Martin, MARTIE means "of/like Mars."
Female
English
French form of Latin Maria, MARIE means "obstinacy, rebelliousness" or "their rebellion."
Female
Icelandic
 Feminine form of Icelandic Jóhann, JANA means "God is gracious." Compare with another form of Jana.
Female
Hebrew
(× Ö¸×וָה) Hebrew name NAVA means "beautiful."
Female
Hebrew
(סָבָ×) Variant spelling of Hebrew unisex Saba, SAVA means "aged, old." Compare with strictly masculine forms of Sava.
Male
Hebrew
(סָבָ×) Variant spelling of Hebrew unisex Saba, SAVA means "aged, old." Compare with other forms of Sava.
Female
Esperanto
Esperanto name RAVA means "ravishing."
EFFICIENT JAVA-MATRIX-LIBRARY
EFFICIENT JAVA-MATRIX-LIBRARY
Boy/Male
Indian, Sanskrit
Son of Danu
Girl/Female
Indian, Telugu
Faith
Boy/Male
Hebrew Biblical
Stone.
Girl/Female
Indian, Sanskrit, Tamil, Telugu
Beam of Moon; Sunlight
Female
Swedish
Feminine form of Swedish Love, LOVISA means "famous warrior."Â
Boy/Male
Anglo Saxon
A British god.
Boy/Male
Hindu
King of snow
Girl/Female
Tamil
Kalaiselvi | கலைஸேலவீ
Art of work
Boy/Male
Tamil
Vibhanshu | விபாஂஷà¯Â
Embellishment
Girl/Female
Tamil
EFFICIENT JAVA-MATRIX-LIBRARY
EFFICIENT JAVA-MATRIX-LIBRARY
EFFICIENT JAVA-MATRIX-LIBRARY
EFFICIENT JAVA-MATRIX-LIBRARY
EFFICIENT JAVA-MATRIX-LIBRARY
a.
Equal to the end proposed; adequate to wants; enough; ample; competent; as, provision sufficient for the family; an army sufficient to defend the country.
a.
Making or doing throughly; efficient; effectual.
a.
Wanting, to make up completeness; wanting, as regards a requirement; not sufficient; inadequate; defective; imperfect; incomplete; lacking; as, deficient parts; deficient estate; deficient strength; deficient in judgment.
n.
A number, commonly used in computation as a factor, expressing the amount of some change or effect under certain fixed conditions as to temperature, length, volume, etc.; as, the coefficient of expansion; the coefficient of friction.
pl.
of Matrix
n.
See Matrix.
a.
Self-sufficient; self-satisfied; content.
n.
An efficient cause; a prime mover.
n.
Same as Kava.
a.
Of or pertaining to Java, or to the people of Java.
n.
The Java sparrow.
n.
Java coffee, a kind of coffee brought from Java.
n.
Alt. of Efficiency
a.
Incapable of, or indisposed to, effective action; habitually slack or remiss; effecting little or nothing; as, inefficient workmen; an inefficient administrator.
n.
Causing effects; producing results; that makes the effect to be what it is; actively operative; not inactive, slack, or incapable; characterized by energetic and useful activity; as, an efficient officer, power.
pl.
of Maori
a.
Of or pertaining to the Maoris or to their language.
a.
Not efficient; not producing the effect intended or desired; inefficacious; as, inefficient means or measures.
n.
The quality of being efficient or producing an effect or effects; efficient power; effectual agency.