C++的一些免费库[转]

C++的一些免费库

• Linear Algebra


• MTL, the Matrix Template Library. Dense and sparse matrices and vectors; banded, symmetric, triangular matrices; basic algorithms. C++.



           矩阵模版库，紧密和稀疏矩阵、矢量，带状，对称、三角矩阵，基本算法（C++语言）



• uBLAS, BLAS in C++ with expression templates.



            表达式模版形式的 C++中的BLAS ，



• tvmet, a C++ library for "tiny" vectors and matrices with expression templates.



            小型矢量和矩阵的表达式模版



• GMM++, generic C++ template library for sparse, dense and skyline matrices, with solvers from ITL.


• MET, a C++ matrix library with expression templates, which eliminates the overhead of overloaded operators.


• SL++, the Scientific Library project. Will provide matrices, random numbers, complex, quaternions, plotting, and FFTs. C++.



           科学计算库，提供矩阵、随机数、复数、四元数，快速复利叶变换（C++语言）



• Seldon, C++ library for linear algebra with BLAS interface. Many matrix types (sparse, symmetric, hermitian, etc.) are supported.



            BLAS 线性代数接口，支持 稀疏，对称，共轭矩阵



• ALP, linear and polynomial algebra. Vectors, matrices, polynomials.


• SVMT: E. Robert Tisdale's proposal for a standard C++ Scalar, Vector, Matrix and Tensor Class Library (with implementation). Note: this is a proposal, not an official standard.


• GNUSSL [ftp only], the GNU Scientific Software Library. Linear algebra and arrays. C++.


• CPPLapack, C++ wrapper for BLAS and LAPACK.


• Lapack++, C++ wrapper for BLAS and LAPACK.


• IML++ A C++ template library for numerical iterative methods.


• MV++ Numerical Matrix/Vector Classes in C++


• SparseLib++ A library for sparse matrix computations, including the Sparse BLAS (Basic Linear Algebra Subprograms). C++.


• ISIS++, an object-oriented framework for solving sparse linear systems of equations. C++.


• ARPACK++, a C++ template library for solving large-scale standard and generalized eigenvalue problems.


• The Template Numerical Toolkit (TNT) for linear algebra is a successor to the Lapack++, Sparselib++, IML++, and MV++ packages. Its goal is to integrate these ideas into a generic algorithmic library, supporting generic user-defined data types, and increasing its functionality. C++.


• LinAlg, basic linear algebra and optimization classes. C++.


• CAM C++ Class Library (Matrix, vector, and graphics classes)


• Newmat, a C++ matrix library (docs, download)


• CLHEP includes matrix classes, random number generators for the High Energy Physics (HEP) community. C++.


• BPKIT, Block Preconditioning Toolkit for iterative solution of linear systems. Callable from C++, C, or FORTRAN.



 



• Arrays and Images


• POOMA II framework for scientific computing on sequential and parallel computers. Provides parallel arrays; fields, meshes, particles to come in version 2.1 (June 1999). C++.


• The Blitz++ class library: Array and Vector classes which rival Fortran's performance. C++.


• The AIPS++ Array and Image Classes (Astronomical Information Processing System). C++.


• Daixtrose, a general-purpose expression template engine.


• PETE, an expression templates library -- add expression templates to your own array class.


• SCTL (BlueSail), C++, arrays, matrics, vectors, sparse, rotations.  


• VIGRA, generic computer vision/image processing library.


• CPPIMA A C++ image processing library


• LIMP, Large Image Manipulation Program


• Image Restoration and Inpainting, C++ library for image restoration.


• valarray<troy></troy> [ftp only], approximation of the valarray<t> class described in Ch. 26 of the ANSI/ISO C++ Standard. Uses expression templates for efficient evaluation. </t>


• Image Understanding Environment (IUE), a DARPA project. C++.


• WAILI, a wavelet transform library in C++.



 



• Neural Networks, genetic algorithms, machine learning, data mining


• PDP++, a neural-network simulation system written in C++


• EO -- Evolutionary Computation Framework


• CONICAL, C++ classes for building Neural Networks


• GALib, a C++ library for genetic algorithms


• Xelopes data mining library (Java, C++, C#)


• MLC++, Machine learning algorithms and data mining.



 



• High-Energy Physics and Quantum Chemistry


• QC++, quantum chemistry software in C++, supporting MNDO, AM1 and PM3 models.


• FTensor, C++ class library for tensors.


• GluCat, Clifford algebra template library.


• Computational Thermodynamics Library


• Tech-X has made available C++ libraries related to particle accelerator design.



 



• 09-5-25 的日记Multiprecision, arbitrary precision data types


• NTL, arbitrary length integers, vectors/matrices/polynomials over integers and over finite fields.


• php">EXTNUM, version of double which has the same number of mantissa bits as IEEE 754, but extends the exponent to have range from 10^-646456993 to 10^646456992.


• CLN, an extensive number library. Arbitrary precision integer, float, rational, polynomials, complex, modular integers, transcendental functions, assembly language kernels for some CPUs.


• MUNTL, Multiprecision unsigned number template library (C++).


• MPFUN++, a multiple precision floating point computation package in C++.


• LiDIA, A library for computational number theory. Provides a collection of highly optimized implementations of various multiprecision data types and time-intensive algorithms.


• Apfloat, a C++ High Performance Arbitrary Precision Arithmetic Package


• hfloat, An arbitrary precision package, optimized for very large (> 1000) (decimal) digit numbers.


• fPoint, a C++ class which helps convert floating-point arithmetic to fixed-point arithmetic by recommending range and precision requirements.


• doubledouble, a quad-precision (approximately 30 decimal place) floating point arithmetic class.



 



• Differential Equations


• Rheoolef, finite element environment in C++.


• EXPDE, a C++ library for solving partial differential equations on semi-unstructured grids. Parallel.


• PZ, a C++ library for finite elements. 1-3 dimensions with hp-adaptivity, continuous or discontinuous, variety of matrix formats.


• MBDyn, multibody dynamics analysis in C++. Built-in parallelization via MPI/Metis.


• P2MESH, 2D finite volume/finite elements, C++ library designed for fast prototyping of high-performance PDE solvers.


• Femlisp, a Common Lisp framework for Finite Element Methods.


• GETFEM++, a C++ finite element library, generic, arbitrary dimensions.


• MOUSE, a C++ library for finite volume computations on unstructured grids.


• DEAL, a C++ library for adaptive finite elements and error estimation. Supports SMPs.


• ODE++, a class library for ordinary differential equations. Explicit and linear-implicit ODE systems, IVP and BVP parameters, various solvers (Runge-Kutta, multistep, BDF). [English] [Deutsch]


• PETSc, object-oriented software for partial differential equations (programmed in C)


• Diffpack, partial differential equations in C++. ($)


• TIDE: Classes for Ordinary Differential Equations. Provides vectors and matrices, extrapolation integrator for ODEs, sparse matrix classes, eigenvalues, shooting for two point BVPs, nonlinear solver, continuation


• BoxLib/CCSE Applications Suite (docs), a class library supporting adaptive mesh refinement (AMR) schemes for computational fluid dynamics.


• OVERTURE, a C++ class library for solving PDEs in complicated domains. Includes adaptive mesh refinement and overlapping grids.


• FEMLIB (ftp, www) A Finite Element package [ftp only] by Michael Tiller (BROKEN LINK, no longer supported)



 



• Automatic differentiation and interval arithmetic


• Gaol, C++ library for interval arithmetic. Includes methods for interval constraint solvers.


• FADBAD-TADIFF, a C++ package for automatic differentiation using any arithmetic (double or interval) by operator overloading.


• PROFIL/BIAS [English] [Deutsch], a C++ interval arithmetic class library.



 



• Visualization


• The Visualization Toolkit (vtk), an extensive, free C++ library for scientific visualization.


• VisAD, a Java library for interactive and collaborative visualization and analysis of numerical data



Java 2D Graph package. Includes contour plots, animation.



• java/ptplot/">Ptplot, a 2D data plotter in Java



 



• Graph Theory/Combinatorics


• Boost Graph Library, a general purpose, generic C++ library for graph data structures and graph algorithms.


• GTL, the Graph Template Library (C++).


• LEDA, a C++ library for graph theory and combinatorial computing.



 



• Language interoperability/scripting


• CPPF77 (cppf77.zip), a utility for interfacing C++ and Fortran 77 programs.


• Paul Dubois's code for interfacing Python and C++


• SWIG, generates Perl, Python, Tcl, Java, Eiffel and Guile wrappers for C++ libraries.


• SILOON (Scripting Interface Languages for Object-Oriented Numerics), toolkits and run-time support for building scripting interfaces to existing numerical codes in C, C++, and Fortran. Generates script bindings for Perl, Tcl, and Python.


• Matwrap, a tool which generates C++ wrapper code for matrix-oriented scripting languages such as Matlab 5, Octave, and tela.



 




 



• Transforms


• FFTPACK++, a C++ wrapper for FFTPACK complex routines using LAPACK++ Matrix and Vector classes.


• The FXT library of transforms. FFTs, Hartley, Number theoretic, Walsh, others coded in C++.



 



• Optimization


• COOOL, an object-oriented optimization library


• OptSolve++, a C++ optimization library from Tech-X. (commercial)


• StarFLIP, optimization library for combinatorial problems with fuzzy constraints (C++)


• Javanumeric/index.html">LM (Levenberg-Marquardt) implementation in Java for nonlinear least squares problems.



 



• Miscellaneous


• GOOSE, GNU Object-Oriented Statistics Environment (C++).


• Borneo, a dialect of the Java language designed to have true support for the IEEE 754 floating point standard.


• SDTS++, a library for manipulating SDTS datasets (geographical information systems)


• Newran, C++ library for generating streams of random numbers.


• Multivariate polynomial interpolation library in C++


• MPI-2 C++ bindings (message passing library for parallel computers)


• CNCL, Communication networks simulation/analysis library (C++).


• OOMF, Object Oriented MicroMagnetic computing Framework at ITL/NIST


• CPPF77, a utility for interfacing C++ and Fortran 77 programs.


• The Standard Template Library (STL)


• The Bench++ Benchmark Suite


• EFLIB: Extended Function Library for Object-Pascal. Generalized arithmetics, equation solvers, more.
  


• Tools

• TAU (Tuning and Analysis Utilities), explicit instrumentation of C++ libraries for profiling and tracing. For both serial and parallel codes.

Compilers

• Compilers


• KAI C++, an optimizing compiler from Kuck & Associates (now a division of Intel). Unfortunately, this product has been discontinued.


• The free GCC (Gnu Compiler Collection) has a good C++ compiler which can be used under unix or windows (with CygWin).


• Intel's C++ compiler.


• The Portland Group C++ compiler


• The MPC++, a massively parallel, message passing, meta-level processing C++.


• Titanium (free), a dialect of Java for large-scale scientific computing.
  
  





Commercial software



• Diffpack, a development framework for multi-physics simulations (C++).


• VectorSpace provides vs.lib (integrable/differentiable objects in C++) and fe.lib (an object-oriented finite element library).


• php">NMath provides vector, matrix, complex numbers and math functions for the .NET platform (e.g. C#)


• macstl, std::valarray implementation using SIMD opcodes (Altivec on PowerPC, SSE/SSE2 on Intel)


• ExacMath library (quad and double-quad precision floating point math), from Floating Point Software.


• Math.h++ and LAPACK.h++ from Rogue Wave Software, Inc (LAPACK.h++ is not the same package as Roldan Pozo's LAPACK++ listed above)


• MtxVec, linear algebra/numerical library for Delphi and C++ Builder.


• Extreme Optimization Library, numerical library for .NET


• MAT<lib> (Matlab compatible C++ Matrix Class Library)</lib>


• C-XSC: A C++ Class Library for Extended Scientific Computing (A C++ interval methods class library)


• Siscat, C++ software for scattered data approximation


• JNL, A numerical language/library proposal for Java from Visual Numerics.


• LIA,GIA,ICE libraries for interval methods in C++ from Delisoft Ltd. Includes interval arithmetic, global optimization, and solving nonlinear equations.


• AMRES, a C++ library for financial analysis. Diffpack, a development framework for multi-physics simulations (C++).


• VectorSpace provides vs.lib (integrable/differentiable objects in C++) and fe.lib (an object-oriented finite element library).


• php">NMath provides vector, matrix, complex numbers and math functions for the .NET platform (e.g. C#)


• macstl, std::valarray implementation using SIMD opcodes (Altivec on PowerPC, SSE/SSE2 on Intel)


• ExacMath library (quad and double-quad precision floating point math), from Floating Point Software.


• Math.h++ and LAPACK.h++ from Rogue Wave Software, Inc (LAPACK.h++ is not the same package as Roldan Pozo's LAPACK++ listed above)


• MtxVec, linear algebra/numerical library for Delphi and C++ Builder.


• Extreme Optimization Library, numerical library for .NET


• MAT<lib> (Matlab compatible C++ Matrix Class Library)</lib>


• C-XSC: A C++ Class Library for Extended Scientific Computing (A C++ interval methods class library)


• Siscat, C++ software for scattered data approximation


• JNL, A numerical language/library proposal for Java from Visual Numerics.


• LIA,GIA,ICE libraries for interval methods in C++ from Delisoft Ltd. Includes interval arithmetic, global optimization, and solving nonlinear equations.


• AMRES, a C++ library for financial analysis.

KAI C++, an optimizing compiler from Kuck & Associates (now a division of Intel). Unfortunately, this product has been discontinued.

The free GCC (Gnu Compiler Collection) has a good C++ compiler which can be used under unix or windows (with CygWin).

Intel's C++ compiler.

The Portland Group C++ compiler

The MPC++, a massively parallel, message passing, meta-level processing C++.

Titanium (free), a dialect of Java for large-scale scientific computing.

Commercial software

• Diffpack, a development framework for multi-physics simulations (C++).


• VectorSpace provides vs.lib (integrable/differentiable objects in C++) and fe.lib (an object-oriented finite element library).


• php">NMath provides vector, matrix, complex numbers and math functions for the .NET platform (e.g. C#)


• macstl, std::valarray implementation using SIMD opcodes (Altivec on PowerPC, SSE/SSE2 on Intel)


• ExacMath library (quad and double-quad precision floating point math), from Floating Point Software.


• Math.h++ and LAPACK.h++ from Rogue Wave Software, Inc (LAPACK.h++ is not the same package as Roldan Pozo's LAPACK++ listed above)


• MtxVec, linear algebra/numerical library for Delphi and C++ Builder.


• Extreme Optimization Library, numerical library for .NET


• MAT<lib> (Matlab compatible C++ Matrix Class Library)</lib>


• C-XSC: A C++ Class Library for Extended Scientific Computing (A C++ interval methods class library)


• Siscat, C++ software for scattered data approximation


• JNL, A numerical language/library proposal for Java from Visual Numerics.


• LIA,GIA,ICE libraries for interval methods in C++ from Delisoft Ltd. Includes interval arithmetic, global optimization, and solving nonlinear equations.


• AMRES, a C++ library for financial analysis.

Diffpack, a development framework for multi-physics simulations (C++).

VectorSpace provides vs.lib (integrable/differentiable objects in C++) and fe.lib (an object-oriented finite element library).

php">NMath provides vector, matrix, complex numbers and math functions for the .NET platform (e.g. C#)

macstl, std::valarray implementation using SIMD opcodes (Altivec on PowerPC, SSE/SSE2 on Intel)

ExacMath library (quad and double-quad precision floating point math), from Floating Point Software.

Math.h++ and LAPACK.h++ from Rogue Wave Software, Inc (LAPACK.h++ is not the same package as Roldan Pozo's LAPACK++ listed above)

MtxVec, linear algebra/numerical library for Delphi and C++ Builder.

Extreme Optimization Library, numerical library for .NET

MAT<lib> (Matlab compatible C++ Matrix Class Library)</lib>

C-XSC: A C++ Class Library for Extended Scientific Computing (A C++ interval methods class library)

Siscat, C++ software for scattered data approximation

JNL, A numerical language/library proposal for Java from Visual Numerics.

LIA,GIA,ICE libraries for interval methods in C++ from Delisoft Ltd. Includes interval arithmetic, global optimization, and solving nonlinear equations.

AMRES, a C++ library for financial analysis.