High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
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Updated
Jun 13, 2024 - Julia
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
Kokkos C++ Performance Portability Programming Ecosystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
Sparse multi-dimensional arrays for the PyData ecosystem
A concise library for solving sparse linear systems with direct methods.
DBCSR: Distributed Block Compressed Sparse Row matrix library
Compact Software Suite for Scientific Development - Linear Algebra
The official SuiteSparse library: a suite of sparse matrix algorithms authored or co-authored by Tim Davis, Texas A&M University.
SParse AcceleRation on Tensor Architecture
A parallel and GPU-accelerated Code for Real-Space All-Electron Linear-Scaling Density Functional Theory
Rust Scientific Libary. ODE and DAE (Runge-Kutta) solvers. Special functions (Bessel, Elliptic, Beta, Gamma, Erf). Linear algebra. Sparse solvers (MUMPS, UMFPACK). Probability distributions. Tensor calculus.
BitMagic Library
This project aims utilize a sparse matrix as form of matrix or image value compression by basically implementing a special kind of data structure where it omits one continuously recurring value ultimately saving space only for "important" variables.
A Flexible and Energy Efficient Accelerator For Sparse Convolution Neural Network
Programmable CUDA/C++ GPU Graph Analytics
oj! Algorithms
Structured Matrix Package (LBNL)
Sparse Matrix Library for GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI
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