gpu-computing

There are 35 repositories under gpu-computing topic.

catboost / catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
big-data catboost categorical-features coreml cuda data-mining data-science decision-trees gbdt gbm gpu gpu-computing gradient-boosting kaggle machine-learning python r tutorial
Language:Python 8024
gyroflow / gyroflow
Video stabilization using gyroscope data
fpv gopro gpu gpu-computing gyroscope insta360 rolling-shutter-undistortion rust sony-alpha-cameras stabilization video video-processing
Language:Rust 6605
thrust
NVIDIA / thrust
[ARCHIVED] The C++ parallel algorithms library. See https://github.com/NVIDIA/cccl
algorithms cpp cpp11 cpp14 cpp17 cpp20 cuda cxx cxx11 cxx14 cxx17 cxx20 gpu gpu-computing nvidia nvidia-hpc-sdk thrust
Language:C++ 4910
google / tf-quant-finance
High-performance TensorFlow library for quantitative finance.
finance gpu gpu-computing high-performance high-performance-computing numerical-integration numerical-methods numerical-optimization python quantitative-finance quantlib tensorflow
Language:Python 4492
FluidX3D
ProjectPhysX / FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL. Free for non-commercial use.
cfd computational-fluid-dynamics gpu gpu-computing lbm opencl high-performance-computing hpc simulation fluid-simulation fluid-solver raytracing interactive-visualization scientific-computing scientific-visualization physics gpgpu fluid-dynamics lattice-boltzmann benchmark
Language:C++ 3837
tensorflow / lingvo
Lingvo
speech-recognition translation speech-to-text machine-translation mnist seq2seq language-model tts asr lm nlp tensorflow speech research distributed gpu-computing speech-synthesis
Language:Python 2811
microsoft / pai
Resource scheduling and cluster management for AI
kubernetes resource-management scheduling machine-learning tensorflow cluster-manager gpu model-training ai artificial-intelligence pytorch jupyter chainer cluster-management cloud on-premise gpu-cluster gpu-computing gpu-scheduler
Language:JavaScript 2631
jbush001 / NyuziProcessor
GPGPU microprocessor architecture
fpga gpu gpu-computing graphics hardware microprocessor processor-architecture verilog
Language:C 1991
KomputeProject / kompute
General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.
cpp deep-learning deep-learning-gpu gpgpu gpu-computing machine-learning machine-learning-gpu python vulkan vulkan-compute vulkan-compute-example vulkan-compute-framework vulkan-compute-tutorial vulkan-demos vulkan-example vulkan-tutorial
Language:C++ 1962
SciML / SciMLBook
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
differential-equations scientific-machine-learning neural-networks numerical-methods gpu-computing stiff-equations lecture-notes performance-engineering parallelism scientific-simulators neural-ode neural-sde sciml
Language:HTML 1842
inducer / pycuda
CUDA integration for Python, plus shiny features
array cuda gpu gpu-computing multidimensional-arrays pycuda python scientific-computing
Language:Python 1827
coreylowman / dfdx
Deep learning in Rust, with shape checked tensors and neural networks
autodiff autodifferentiation autograd backpropagation cuda cuda-kernels cuda-support cuda-toolkit cudnn deep-learning deep-neural-networks gpu gpu-acceleration gpu-computing machine-learning neural-network rust rust-lang tensor
Language:Rust 1708
emu
calebwin / emu
The write-once-run-anywhere GPGPU library for Rust
emu gpgpu gpu gpu-acceleration gpu-computing gpu-programming rust
Language:Rust 1595
BindsNET / bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
spiking-neural-networks gpu-computing pytorch machine-learning snn reinforcement-learning stdp dynamic neurons simulation synapse
Language:Python 1485
mikbry / awesome-webgpu
😎 Curated list of awesome things around WebGPU ecosystem.
3d awesome awesome-list gpu-computing javascript w3c webgl webgpu
1469
AdaptiveCpp
AdaptiveCpp / AdaptiveCpp
Implementation of SYCL and C++ standard parallelism for CPUs and GPUs from all vendors: The independent, community-driven compiler for C++-based heterogeneous programming models. Lets applications adapt themselves to all the hardware in the system - even at runtime!
sycl gpgpu high-performance gpu-computing high-performance-computing hipsycl opensycl stdpar adaptivecpp compiler hpc
Language:C++ 1347
mratsim / Arraymancer
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
tensor nim multidimensional-arrays cuda deep-learning machine-learning cudnn high-performance-computing gpu-computing matrix-library neural-networks parallel-computing openmp linear-algebra ndarray opencl gpgpu iot automatic-differentiation autograd
Language:Nim 1335
NVIDIA / MatX
An efficient C++17 GPU numerical computing library with Python-like syntax
cuda gpgpu gpu gpu-computing hpc
Language:C++ 1193
beehive-lab / TornadoVM
TornadoVM: A practical and efficient heterogeneous programming framework for managed languages
ai cuda gpu-acceleration gpu-computing gpus graalvm java levelzero multi-core opencl spirv
Language:Java 1184
NVIDIA / cccl
CUDA Core Compute Libraries
accelerated-computing cpp cpp-programming cuda cuda-cpp cuda-kernels cuda-library cuda-programming gpu gpu-acceleration gpu-computing gpu-programming hpc modern-cpp nvidia nvidia-gpu parallel-algorithm parallel-computing parallel-programming
Language:C++ 1167
LuxCoreRender / LuxCore
LuxCore source repository
3d-graphics raytracer ray-tracing opencl gpu-computing luxrender luxcorerender visualization raytracing ray-tracer pathtracer path-tracing bidirectional-path-tracing ray cuda optix rtx
Language:C++ 1154
stdgpu
stotko / stdgpu
stdgpu: Efficient STL-like Data Structures on the GPU
cpp cpp17 cpp20 cuda data-structures gpgpu gpu gpu-acceleration gpu-computing hip modern-cpp openmp rocm stl stl-containers stl-like
Language:C++ 1148
uncomplicate / neanderthal
Fast Clojure Matrix Library
api clojure clojure-library cuda gpgpu gpu gpu-computing high-performance-computing java matrix matrix-calculations matrix-factorization matrix-functions matrix-multiplication opencl vectorization
Language:Clojure 1063
AccelerateHS / accelerate
Embedded language for high-performance array computations
accelerate cuda gpu gpu-computing hacktoberfest haskell llvm parallel-computing
Language:Haskell 895
Langhalsdino / Kubernetes-GPU-Guide
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.
kubernetes kubernetes-cluster kubernetes-setup deep-learning gpu-computing distributed-systems guide kubernetes-gpu-cluster cluster gpu worker-nodes
Language:Shell 812
eyalroz / cuda-api-wrappers
Thin, unified, C++-flavored wrappers for the CUDA APIs
api-wrapper cuda cuda-api-wrappers cuda-device cuda-driver cuda-driver-api cuda-programming cuda-runtime-api cuda-toolkit gpgpu gpgpu-computing gpu gpu-computing gpu-memory modern-cpp
Language:C++ 783
zszazi / Deep-learning-in-cloud
List of Deep Learning Cloud Providers
artificial-intelligence cloud cloud-gpus deep-learning deeplearning gpu gpu-computing machine-learning mlops
765
BlendLuxCore
LuxCoreRender / BlendLuxCore
Blender Integration for LuxCore
blender blender-addon 3d-graphics raytracer ray-tracing opencl gpu-computing luxcorerender visualization
Language:Python 729
ComputationalRadiationPhysics / picongpu
Performance-Portable Particle-in-Cell Simulations for the Exascale Era :sparkles:
laser plasma physics gpu physics-simulation gpu-computing particle-accelerator particle-in-cell pic research
Language:C++ 696
huiscliu / Tutorials
Parallel programming tutorials
amg cuda gpu-computing
Language:C 600
googlefonts / compute-shader-101
Sample code for compute shader 101 training
gpu-computing shaders
Language:Rust 520
AmesingFlank / taichi.js
Modern GPU Compute and Rendering in Javascript
gpu gpu-computing gpu-programming javascript webgpu-api webgpu webgpu-shaders
Language:TypeScript 450
triSYCL / triSYCL
Generic system-wide modern C++ for heterogeneous platforms with SYCL from Khronos Group
opencl sycl gpu-computing fpga heterogeneous-parallel-programming spir cpp cpp20 trisycl
Language:C++ 439
FAST
smistad / FAST
A framework for high-performance medical image processing, neural network inference and visualization
deep-learning digital-pathology gpu-computing image-processing medical-imaging opencl parallel-computing python streaming ultrasound visualization
Language:C++ 436
ginkgo-project / ginkgo
Numerical linear algebra software package
linear-algebra hpc gpu-computing cuda krylov-methods preconditioning sparse-linear-systems spmv hip oneapi dpcpp openmp
Language:C++ 401
ccsb-scripps / AutoDock-GPU
AutoDock for GPUs and other accelerators
autodock4 cuda gpu-computing molecular-docking multicore-cpu opencl
Language:C++ 391