特色开源项目
丰富的高性能代码生态系统
用于线性代数、优化、求根等的 Fortran 库。#
Library for 2D pencil decomposition and distributed Fast Fourier Transform
Tags: fft parallel distributed-memory openmpi
Collection of Fortran77 subroutines designed to solve large scale eigenvalue problems.
Tags: eigenvalue eigenvector singular value decomposition svd
A library for building, training and testing feed-forward neural networks.
Tags: machine-learning convolutional-neural-networks
Multidimensional B-Spline interpolation of data on a regular grid
Tags: spline interpolation extrapolation integration integral
Distributed block compresseed sparse row matrix library
Tags: linear-algebra parallel mpi openmp cuda hip
Modern Fortran implementation of the DDEABM Adams-Bashforth algorithm
Tags: ode adams-bashforth
A fast domain decomposition based implementation of the COSMO solvation model
Tags: continuum-solvation cosmo pcm cpcm
Multivariate Interpolation via a Sparse Subset of the Delaunay Triangulation in Medium to High Dimensions.
Tags: interpolation openmp acm-toms
Finite element software for numerical solution of partial differential equations
Tags: pde fe
A Fortran library for the integration of ordinary differential equations with direct and adjoint sensitivity analysis capabilities
Tags: ode-solver
Compute N-body interactions governed by the Laplace and Helmholtz equations, to a specified precision, in two dimensions, on a multi-core shared-memory machine.
Tags: fast-multipole-method
Compute N-body interactions governed by the Laplace and Helmholtz equations, to a specified precision, in three dimensions, on a multi-core shared-memory machine.
Tags: fast-multipole-method
Fortran Object-Oriented Differential-equations Integration Environment
Tags: ode pde euler runge kutta
Collection of personal scientific routines in Fortran
Tags: solver integral integrate interpolation histogram constants hdf5 error random posix angles probability stokes vectors
Fortran utilities including unit test harness, arbitrary length strings, parameter list objects, timers, geometry definitions, file wrappers, linear algebra tools, and parallel computing support
Modules for nonlinear optimization
Tags: least squares active set quadratic-programming interior point convex-programming linear-programming
A general library for Non Equilibrium Green’s Functions
Tags: transport electronic-structure
A shared memory parallel sparse matrix computations library for the Recursive Sparse Blocks format implementing the Sparse BLAS standard
Tags: linear-algebra openmp
Los Alamos Grid Toolbox (LaGriT)
a library of user callable tools that provide mesh generation, mesh optimization and dynamic mesh maintenance
a modern Fortran interface for computing the Jacobian (derivative) matrix of m nonlinear functions which depend on n variables
Tags: finite difference
Solving linear, nonlinear equations, ordinary differential equations
Tags: ode pde integral stochastic quadrature plotting
Open source parallel package for computing multi-dimensional Fast Fourier Transforms (3-D and 4-D FFTs)
Tags: fft openmpi domain-decomposition-method
A general-purpose high-performance MPI/Coarray-parallel Monte Carlo simulation library implemented in Fortran 2018 with interfaces to C/C++/Fortran/MATLAB/Python
Tags: parallel mpi coarray monte carlo mcmc c cpp matlab python statistics bayesian stochastic optimization sampling integration machine learning
Piecewise Cubic Hermite Interpolation Package
Tags: hermite spline interpolation integration integral
Provides portable kind-parameters and many useful procedures to deal with them
Tags: kinds integer real ieee floating point floats precision
Library to solve Poisson equation on a uniform Cartesian grid using the Fast Fourier Transform
Tags: fft poisson
Software package for computing the singular value decomposition of large and sparse or structured matrices
Tags: linear-algebra svd lanczos-bidiagonalization openmp
Quasi-Newton Algorithm for Stochastic Optimization.
Tags: quasi-newton-optimization stochastic-optimization acm-toms
A parallel multifrontal solver for sparse linear systems based on QR and Cholesky decomposition
Tags: QR Cholesky sparse multifrontal least-squares
Fortran library for the numerical computation of definite one-dimensional integrals
Tags: quadpack quadpack2 integrals
Suite of Fortran routines for interpolating values between one-, two-, three-, and four-dimensional arrays defined on uniform or nonuniform orthogonal grids
Tags: linear cubic interpolation
Pseudo random number generator in Fortran, internally using xoroshiro128+
Tags: uniform normal poisson distributed
A Fortran-95/Python library that can be used to perform spherical harmonic transforms
Tags: spectral analysis Slepian bases gravitational magnetic field openmp
SLSQP nonlinear constrained optimizer
Tags: nonlinear-programming equality inequality constraints
A tool for automatic differentiation (forward/reverse) of Fortran and c programs
Tags: algorithmic derivative ad
Solver for Blackbox Multiobjective Optimization Problems.
Tags: global-optimization simulation-optimization blackbox-optimization multiobjective-optimization multicriteria-optimization response-surface-methodology acm-toms
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