gpu-computing

There are 38 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:C++ 8576
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 7777
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++ 4989
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 4981
FluidX3D
ProjectPhysX / FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs 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++ 4660
tensorflow / lingvo
Lingvo
asr distributed gpu-computing language-model lm machine-translation mnist nlp research seq2seq speech speech-recognition speech-synthesis speech-to-text tensorflow translation tts
Language:Python 2852
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 2675
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.
vulkan vulkan-compute vulkan-example vulkan-tutorial vulkan-demos vulkan-compute-tutorial vulkan-compute-framework vulkan-compute-example cpp machine-learning machine-learning-gpu deep-learning deep-learning-gpu gpgpu gpu-computing python
Language:C++ 2338
jbush001 / NyuziProcessor
GPGPU microprocessor architecture
fpga gpu gpu-computing graphics hardware microprocessor processor-architecture verilog
Language:C 2116
inducer / pycuda
CUDA integration for Python, plus shiny features
python pycuda gpu gpu-computing cuda array multidimensional-arrays scientific-computing
Language:Python 1985
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 1933
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++ 1913
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 1847
mikbry / awesome-webgpu
😎 Curated list of awesome things around WebGPU ecosystem.
webgpu webgl w3c javascript 3d gpu-computing awesome-list awesome
1722
AdaptiveCpp
AdaptiveCpp / AdaptiveCpp
Compiler for multiple programming models (SYCL, C++ standard parallelism, HIP/CUDA) 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++ 1697
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 1617
emu
calebwin / emu
The write-once-run-anywhere GPGPU library for Rust
emu gpu gpgpu gpu-computing gpu-acceleration gpu-programming rust
Language:Rust 1607
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 1378
NVIDIA / MatX
An efficient C++17 GPU numerical computing library with Python-like syntax
cuda gpu gpgpu hpc gpu-computing
Language:C++ 1351
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 parallel-computing parallel-programming spirv
Language:Java 1311
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++ 1249
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++ 1233
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 1105
AccelerateHS / accelerate
Embedded language for high-performance array computations
haskell accelerate llvm cuda parallel-computing gpu-computing gpu hacktoberfest
Language:Haskell 931
TypeGPU
software-mansion / TypeGPU
A modular and open-ended toolkit for WebGPU, with advanced type inference and the ability to write shaders in TypeScript
gpu gpu-computing gpu-programming typescript webgpu webgpu-api wgsl wgsl-shader gpgpu graphics javascript typesafe
Language:TypeScript 916
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++ 855
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 818
BlendLuxCore
LuxCoreRender / BlendLuxCore
Blender Integration for LuxCore
blender blender-addon 3d-graphics raytracer ray-tracing opencl gpu-computing luxcorerender visualization
Language:Python 807
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
793
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++ 755
iot-salzburg / gpu-jupyter
GPU-Jupyter: Your GPU-accelerated JupyterLab with a rich data science toolstack, TensorFlow and PyTorch for your reproducible deep learning experiments.
reproducible-research gpu-acceleration gpu-computing jupyter jupyter-server jupyterlab pytorch tensorflow docker environment
Language:Jupyter Notebook 753
huiscliu / Tutorials
Parallel programming tutorials
amg cuda gpu-computing
Language:C 632
googlefonts / compute-shader-101
Sample code for compute shader 101 training
gpu-computing shaders
Language:Rust 593
ccsb-scripps / AutoDock-GPU
AutoDock for GPUs and other accelerators
molecular-docking autodock4 opencl gpu-computing multicore-cpu cuda
Language:C++ 515
AmesingFlank / taichi.js
Modern GPU Compute and Rendering in Javascript
gpu gpu-computing gpu-programming javascript webgpu-api webgpu webgpu-shaders
Language:TypeScript 512
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++ 506