Repository Index

NumPy & SciPy for GPU

• cuda
• cudnn
• cublas
• cusolver

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript

• optimization
• nonlinear
• derivatives
• code-generation

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.

• scientific-computing
• linear-algebra
• differential-equations
• sparse-systems

Owl - OCaml Scientific Computing @ https://ocaml.xyz

• matrix
• linear-algebra
• ndarray
• statistical-functions

C++ library for solving large sparse linear systems with algebraic multigrid method

• amg
• c-plus-plus
• sparse-linear-systems
• opencl

Parallel solvers for sparse linear systems featuring multigrid methods.

• math-physics
• library
• hpc
• radiuss

Algebraic Multigrid Solvers in Python

• amg
• solver
• python
• multigrid

Numerical linear algebra software package

• linear-algebra
• hpc
• gpu-computing
• cuda

Dense and sparse linear algebra library for Ruby via SciRuby

V library to develop Artificial Intelligence and High-Performance Scientific Computations

• v
• hacktoberfest
• linear-algebra
• optimization

Supernodal sparse direct solver. https://portal.nersc.gov/project/sparse/superlu/

Mir (backports): Sparse tensors, Hoffman

• mir
• glas
• blas
• mir-glas

Sparse matrix formats for linear algebra supporting scientific and machine learning applications

• go
• golang
• matrix
• scientific-computing