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Search results for julia gpu

83 search results found

Makie.jl ⭐ 2,200

Interactive data visualizations and plotting in Julia

Mocha.jl ⭐ 1,236

Deep Learning framework for Julia

Cuda.jl ⭐ 1,089

CUDA programming in Julia.

Oceananigans.jl ⭐ 853

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

Tensorflow.jl ⭐ 835

A Julia wrapper for TensorFlow

Climatemachine.jl ⭐ 433

Climate Machine: an Earth System Model that automatically learns from data

Metal.jl ⭐ 314

Metal programming in Julia

Gpuarrays.jl ⭐ 298

Reusable array functionality for Julia's various GPU backends.

Bifurcationkit.jl ⭐ 275

A Julia package to perform Bifurcation Analysis

Parallelstencil.jl ⭐ 270

Package for writing high-level code for parallel high-performance stencil computations that can be deployed on both GPUs and CPUs

Diffeqgpu.jl ⭐ 261

GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

Amdgpu.jl ⭐ 257

AMD GPU (ROCm) programming in Julia

Glvisualize.jl ⭐ 239

Visualization library written in Julia and OpenGL

Finitediff.jl ⭐ 221

Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support

Linearsolve.jl ⭐ 211

LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.

Libceed ⭐ 169

CEED Library: Code for Efficient Extensible Discretizations

Oneapi.jl ⭐ 163

Julia support for the oneAPI programming toolkit.

Omeinsum.jl ⭐ 152

One More Einsum for Julia! With runtime order-specification and high-level adjoints for AD

Geophysicalflows.jl ⭐ 148

Geophysical fluid dynamics pseudospectral solvers with Julia and FourierFlows.jl.

Implicitglobalgrid.jl ⭐ 147

Almost trivial distributed parallelization of stencil-based GPU and CPU applications on a regular staggered grid

Merlin.jl ⭐ 138

Deep Learning for Julia

Gpucompiler.jl ⭐ 138

Reusable compiler infrastructure for Julia GPU backends.

Invertiblenetworks.jl ⭐ 131

A Julia framework for invertible neural networks

Vulkan.jl ⭐ 102

Using Vulkan from Julia

Course 101 0250 00 ⭐ 101

ETH course - Solving PDEs in parallel on GPUs

Parallel Gpu Workshop Juliacon21 ⭐ 88

Solving differential equations in parallel on GPUs - JuliaCon 2021 workshop

Exponentialutilities.jl ⭐ 85

Fast and differentiable implementations of matrix exponentials, Krylov exponential matrix-vector multiplications ("expmv"), KIOPS, ExpoKit functions, and more. All your exponential needs in SciML form.

Avalon.jl ⭐ 82

Starter kit for legendary models

Adapt.jl ⭐ 78

Autooptimize.jl ⭐ 75

Automatic optimization and parallelization for Scientific Machine Learning (SciML)

Cudart.jl ⭐ 74

Julia wrapper for CUDA runtime API

Gemmkernels.jl ⭐ 68

Flexible and performant GEMM kernels in Julia

Local Search Quantization ⭐ 65

State-of-the-art method for large-scale ANN search as of Oct 2016. Presented at ECCV 16.

Clarrays.jl ⭐ 60

OpenCL-backed GPU Arrays

Gpuifyloops.jl ⭐ 54

Exapf.jl ⭐ 53

A Power Flow Solver for GPUs in Julia

Cmblensing.jl ⭐ 50

The automatically differentiable and GPU-compatible toolkit for CMB analysis.

Deconvoptim.jl ⭐ 48

A multi-dimensional, high performance deconvolution framework written in Julia Lang for CPUs and GPUs.

Adseismic.jl ⭐ 47

A General Approach to Seismic Inversion Problems using Automatic Differentiation

Daggergpu.jl ⭐ 43

GPU integrations for Dagger.jl

Boundaryvaluediffeq.jl ⭐ 39

Boundary value problem (BVP) solvers for scientific machine learning (SciML)

Itensorsgpu.jl ⭐ 38

Extension of the Intelligent Tensors library to take advantage of fast GPU-based linear algebra

Gpuinspector.jl ⭐ 37

Inspecting GPUs with Julia

Foldscuda.jl ⭐ 36

Data-parallelism on CUDA using Transducers.jl and for loops (FLoops.jl)

Cuyao.jl ⭐ 32

CUDA extension for Yao.jl

Autooffload.jl ⭐ 29

Automatic GPU, TPU, FPGA, Xeon Phi, Multithreaded, Distributed, etc. offloading for scientific machine learning (SciML) and differential equations

Autodiff ⭐ 26

Geophyinv.jl ⭐ 25

A Julia Toolbox for Geophysical Modeling and Inverse Problems

Geo Hpc Course ⭐ 24

Parallel CPU and GPU high-performance computing - short course

Juliagpu.org ⭐ 22

The JuliaGPU landing page.

Jumag.jl ⭐ 21

Faststyletransfer.jl ⭐ 21

Fast Neural Style Transfer in Julia

Cusparse.jl ⭐ 21

Julia interface to NVIDIA's CUSPARSE library

Saxpy Benchmark ⭐ 20

SAXPY benchmark for CPU and GP-GPU

Mhdflows.jl ⭐ 20

Three Dimensional Magnetohydrodynamic(MHD) pseudospectral solvers written in julia with FourierFlows.jl

Buildkite ⭐ 18

Argos.jl ⭐ 17

Reduced-space optimization, for optimal power flow.

Deeplearningbenchmarks ⭐ 16

Benchmarks across Deep Learning Frameworks in Julia and Python

Hsaruntime.jl ⭐ 16

Julia interface to the HSA runtime, for supporting AMD GPUs

Scimlbenchmarksoutput ⭐ 13

SciML-Bench Benchmarks for Scientific Machine Learning (SciML), Physics-Informed Machine Learning (PIML), and Scientific AI Performance

Clblast.jl ⭐ 12

Julia wrapper of CLBlast, a "tuned OpenCL BLAS library".

Cutensoroperations.jl ⭐ 11

TensorOperations and cuTENSOR combined

Plink.jl ⭐ 11

Julia module to handle PLINK BED files

Lengthchannels.jl ⭐ 11

Julia Channels with defined length: Buffered and threaded iterators for machine learning.

Texturize.jl ⭐ 11

Neural style in Julia

Hypersignals.jl ⭐ 10

Concept for a fast event system, using JIT and GPU acceleration

Julia Ngc ⭐ 9

Mandelgpu ⭐ 9

A GPU accelerated, fast, interactive Mandelbrot and Julia fractal viewer using CUDA

Fastice.jl ⭐ 9

Parallel multi-xPU iterative FastIce flow solvers

Pydataberlin2017 ⭐ 9

Slides and code for PyData Berlin 2017, Introduction to Julia, tutorial.

Hydrozoa.jl ⭐ 8

Fastisostasy.jl ⭐ 7

Accelerated computation of glacial isostatic adjustment for laterally-variable solid-Earth

A Julia module that implements the (normalized) iterative hard thresholding algorithm(IHT) of Blumensath and Davies. IHT performs feature selection akin to LASSO- or MCP-penalized regression using a greedy selection approach.

Shallowwaterbench ⭐ 7

Benchmarking GEMM in frameworks I use.

Parallelrandomfields.jl ⭐ 6

Efficient parallel random field generator for large 3-D problems.

Gpu Opencl Vfi In Julia ⭐ 6

GPU + OpenCL Value Function Iteration for Macro Models

Ananke.jl ⭐ 5

GPU Based 3D Finite Volume Fluid code written in Julia

Simplex.jl ⭐ 5

Julia implementation of a revised simplex method for cpu and gpu

Growthmaps.jl ⭐ 5

Generate population growth rate maps from spatial data

Data Science Devcontainers ⭐ 5

(GPU accelerated) Multi-arch (linux/amd64, linux/arm64/v8) Data Science Dev Containers for R, Python and Julia

Render Mandelbrot and Julia fractals quickly using your GPU.

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