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c语言的科学函数库和工具[转载]

发表日期:2007-07-04 摄影器材: 其它相机 点击数: 投票数:
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,快速傅立叶叶变换(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 [ftp only], approximation of the valarray 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
•  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.
Multiprecision, arbitrary precision data types
•  NTL, arbitrary length integers, vectors/matrices/polynomials over integers and over finite fields.
•  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.
•  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++)
•  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
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).
•  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 (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).
•  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 (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).
•  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 (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).
• 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 (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.


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作者:fccc

《c语言的科学函数库和工具[转载]》


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