gpu-computing

There are 34 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.
machine-learning decision-trees gradient-boosting gbm gbdt python r kaggle gpu-computing catboost tutorial categorical-features gpu coreml data-science big-data cuda data-mining
Language:Python 7776
gyroflow / gyroflow
Video stabilization using gyroscope data
video-processing stabilization gyroscope rust gpu-computing rolling-shutter-undistortion gopro sony-alpha-cameras insta360 fpv video gpu
Language:Rust 6171
thrust
NVIDIA / thrust
[ARCHIVED] The C++ parallel algorithms library. See https://github.com/NVIDIA/cccl
cuda nvidia-hpc-sdk thrust gpu cpp cpp11 cpp14 cpp17 cpp20 cxx cxx11 cxx14 cxx17 cxx20 algorithms nvidia gpu-computing
Language:C++ 4847
google / tf-quant-finance
High-performance TensorFlow library for quantitative finance.
tensorflow quantitative-finance python finance numerical-methods numerical-optimization numerical-integration high-performance high-performance-computing gpu gpu-computing quantlib
Language:Python 4311
FluidX3D
ProjectPhysX / FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL.
cfd computational-fluid-dynamics gpu gpu-computing lbm opencl graphics-library high-performance-computing hpc simulation fluid-simulation fluid-solver raytracing interactive-visualization scientific-computing scientific-visualization physics gpgpu fluid-dynamics lattice-boltzmann
Language:C++ 3264
rio
raphamorim / rio
A hardware-accelerated GPU terminal emulator focusing to run in desktops and browsers.
wpgu gpu-acceleration gpu-computing rust rust-lang terminal terminal-emulator terminal-ui vte rio rio-terminal
Language:Rust 2961
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 2780
microsoft / pai
Resource scheduling and cluster management for AI
ai artificial-intelligence chainer cloud cluster-management cluster-manager gpu gpu-cluster gpu-computing gpu-scheduler jupyter kubernetes machine-learning model-training on-premise pytorch resource-management scheduling tensorflow
Language:JavaScript 2602
jbush001 / NyuziProcessor
GPGPU microprocessor architecture
fpga gpu gpu-computing graphics hardware microprocessor processor-architecture verilog
Language:C 1941
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 1799
inducer / pycuda
CUDA integration for Python, plus shiny features
array cuda gpu gpu-computing multidimensional-arrays pycuda python scientific-computing
Language:Python 1756
coreylowman / dfdx
Deep learning in Rust, with shape checked tensors and neural networks
rust autograd autodiff machine-learning neural-network autodifferentiation rust-lang backpropagation tensor deep-learning deep-neural-networks cuda cuda-kernels cuda-support cuda-toolkit gpu gpu-acceleration gpu-computing cudnn
Language:Rust 1621
emu
calebwin / emu
The write-once-run-anywhere GPGPU library for Rust
emu gpu gpgpu gpu-computing gpu-acceleration gpu-programming rust
Language:Rust 1591
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++ 1503
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 1437
mikbry / awesome-webgpu
😎 Curated list of awesome things around WebGPU ecosystem.
3d awesome-list gpu-computing javascript w3c webgl webgpu
1360
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 1313
beehive-lab / TornadoVM
TornadoVM: A practical and efficient heterogeneous programming framework for managed languages
opencl java multi-core graalvm gpus gpu-computing spirv cuda gpu-acceleration levelzero ai
Language:Java 1125
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++ 1124
NVIDIA / MatX
An efficient C++17 GPU numerical computing library with Python-like syntax
cuda gpgpu gpu gpu-computing hpc
Language:C++ 1121
stdgpu
stotko / stdgpu
stdgpu: Efficient STL-like Data Structures on the GPU
gpu gpu-computing gpu-acceleration gpgpu data-structures stl stl-like stl-containers cpp cpp17 cpp20 modern-cpp cuda openmp rocm hip
Language:C++ 1091
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++ 1053
uncomplicate / neanderthal
Fast Clojure Matrix Library
clojure clojure-library matrix gpu gpu-computing gpgpu opencl cuda high-performance-computing vectorization api matrix-factorization matrix-multiplication matrix-functions matrix-calculations java
Language:Clojure 1045
AccelerateHS / accelerate
Embedded language for high-performance array computations
haskell accelerate llvm cuda parallel-computing gpu-computing gpu hacktoberfest
Language:Haskell 887
NVIDIA / cccl
CUDA C++ Core Libraries
accelerated-computing cpp cpp-programming cuda cuda-cpp cuda-kernels cuda-library cuda-programming gpu gpu-acceleration gpu-computing gpu-programming hpc nvidia nvidia-gpu parallel-algorithm parallel-computing parallel-programming modern-cpp
Language:C++ 832
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 794
eyalroz / cuda-api-wrappers
Thin, unified, C++-flavored wrappers for the CUDA APIs
api-wrapper cuda cuda-runtime-api modern-cpp gpu gpu-memory gpu-computing gpgpu gpgpu-computing cuda-api-wrappers cuda-toolkit cuda-device cuda-driver cuda-driver-api cuda-programming
Language:C++ 737
zszazi / Deep-learning-in-cloud
List of Deep Learning Cloud Providers
deeplearning cloud machine-learning gpu gpu-computing artificial-intelligence cloud-gpus deep-learning mlops
730
BlendLuxCore
LuxCoreRender / BlendLuxCore
Blender Integration for LuxCore
blender blender-addon 3d-graphics raytracer ray-tracing opencl gpu-computing luxcorerender visualization
Language:Python 697
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++ 683
huiscliu / Tutorials
Parallel programming tutorials
amg cuda gpu-computing
Language:C 580
googlefonts / compute-shader-101
Sample code for compute shader 101 training
gpu-computing shaders
Language:Rust 490
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++ 436
AmesingFlank / taichi.js
Modern GPU Compute and Rendering in Javascript
gpu gpu-computing gpu-programming javascript webgpu-api webgpu webgpu-shaders
Language:TypeScript 419
FAST
smistad / FAST
A framework for high-performance medical image processing, neural network inference and visualization
opencl visualization parallel-computing medical-imaging gpu-computing deep-learning streaming ultrasound digital-pathology image-processing python
Language:C++ 413
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++ 377