C++的一些免费库

C++的一些免费库

原文:C++的一些免费库

//整理 by RobinKin (王亮)
  • 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> [ftp only], approximation of the valarray<T> class described in Ch. 26 of the ANSI/ISO C++ Standard. Uses expression templates for efficient evaluation.
    • Image Understanding Environment (IUE), a DARPA project. C++.
    • WAILI, a wavelet transform library in C++.

     

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

     

  • High-Energy Physics and Quantum Chemistry

     

  • 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
  • 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)
    • 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)
  • 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)
    • 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)
  • 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.
  • posted on 2007-04-24 17:46 ashura 阅读(1973) 评论(2)  编辑 收藏 引用 所属分类: Computer Science

    评论

    # re: C++的一些免费库 2007-07-26 17:35 throat

    谢谢,
    顺便说句:你上面的好东西还真不少!^_^  回复  更多评论   

    # re: C++的一些免费库 2007-08-02 13:37 ashura

    呵呵,我只是看到有用的或者感兴趣的就整理过来:)@throat
      回复  更多评论   


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