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Search results for julia high performance computing

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22 search results found

Surrogates.jl ⭐ 302

Surrogate modeling and optimization for scientific machine learning (SciML)

Libceed ⭐ 169

CEED Library: Code for Efficient Extensible Discretizations

Nonlinearsolve.jl ⭐ 154

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Methodoflines.jl ⭐ 144

Automatic Finite Difference PDE solving with Julia SciML

Side-channel toolkit in Julia

Mads.jl ⭐ 100

MADS: Model Analysis & Decision Support

Preallocationtools.jl ⭐ 99

Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes

Threadpinning.jl ⭐ 79

Readily pin Julia threads to CPU processors

Autooptimize.jl ⭐ 75

Automatic optimization and parallelization for Scientific Machine Learning (SciML)

Pencilffts.jl ⭐ 72

Fast Fourier transforms of MPI-distributed Julia arrays

Pencilarrays.jl ⭐ 56

Distributed Julia arrays using the MPI protocol

Flashweave.jl ⭐ 52

Inference of microbial interaction networks from large-scale heterogeneous abundance data

Linnea is an experimental tool for the automatic generation of optimized code for linear algebra problems.

Bandwidthbenchmark.jl ⭐ 30

Measuring memory bandwidth using TheBandwidthBenchmark

Affineinvariantmcmc.jl ⭐ 29

Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler

Nodal.jl ⭐ 25

NODAL is an Open Distributed Autotuning Library in Julia

Parallelutilities.jl ⭐ 25

Fast and easy parallel mapreduce on HPC clusters

Biguq.jl ⭐ 17

Bayesian Information Gap Decision Theory

Poissonrandom.jl ⭐ 15

Fast Poisson Random Numbers in pure Julia for scientific machine learning (SciML)

Mpihaloarrays.jl ⭐ 15

An array type for MPI halo data exchange in Julia

An adaptive fast function approximator based on tree search

Platformaware.jl ⭐ 8

Platform-aware programming in Julia

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