gpu-computing

There are 16 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 6678
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 3439
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 3223
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 2576
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 2357
jbush001 / NyuziProcessor
GPGPU microprocessor architecture
fpga gpu gpu-computing graphics hardware microprocessor processor-architecture verilog
Language:C 1567
emu
calebwin / emu
The write-once-run-anywhere GPGPU library for Rust
emu gpgpu gpu gpu-acceleration gpu-computing gpu-programming rust
Language:Rust 1499
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 1497
inducer / pycuda
CUDA integration for Python, plus shiny features
python pycuda gpu gpu-computing cuda array multidimensional-arrays scientific-computing
Language:Python 1355
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 1119
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 977
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 966
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++ 913
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++ 843
AccelerateHS / accelerate
Embedded language for high-performance array computations
haskell accelerate llvm cuda parallel-computing gpu-computing gpu hacktoberfest
Language:Haskell 822
beehive-lab / TornadoVM
TornadoVM: A practical and efficient heterogeneous programming framework for managed languages
fpga opencl java multi-core tornadovm graalvm graal gpus gpu-computing high-performance spirv level-zero-gpu-runtime cuda gpu-acceleration levelzero
Language:Java 780
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 762
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 cpp14 cpp17 cpp20 modern-cpp cuda openmp rocm hip
Language:C++ 719
mikbry / awesome-webgpu
😎 Curated list of awesome things around WebGPU ecosystem.
webgpu webgl w3c javascript 3d gpu-computing awesome-list
597
ComputationalRadiationPhysics / picongpu
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++ 567
hipSYCL
illuhad / hipSYCL
Multi-backend implementation of SYCL for CPUs and GPUs
sycl opencl cuda hip gpgpu high-performance gpu gpu-computing high-performance-computing nvidia-cuda rocm clang
Language:C++ 564
NVIDIA / MatX
An efficient C++17 GPU numerical computing library with Python-like syntax
cuda gpu gpgpu hpc gpu-computing
Language:C++ 530
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++ 505
BlendLuxCore
LuxCoreRender / BlendLuxCore
Blender Integration for LuxCore
blender blender-addon 3d-graphics raytracer ray-tracing opencl gpu-computing luxcorerender visualization
Language:Python 501
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
486
huiscliu / Tutorials
Some basic programming tutorials
amg cuda gpu-computing
Language:C 431
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++ 403
uncomplicate / bayadera
High-performance Bayesian Data Analysis on the GPU in Clojure
clojure bayesian-inference bayesian-data-analysis gpu-computing gpu-acceleration statistics machine-learning clojure-library bayesian opencl cuda high-performance-computing gpu mcmc markov-chain-monte-carlo
Language:Clojure 353
Glavnokoman / vuh
Vulkan compute for people
vulkan vulkan-library vulkan-utils glsl glsl-shaders gpgpu gpgpu-computing framework gpu-programming vulkan-compute-shaders gpu high-performance-computing vulkan-compute gpu-computing gpu-acceleration cpp-library compute
Language:C++ 316
googlefonts / compute-shader-101
Sample code for compute shader 101 training
gpu-computing shaders
Language:Rust 315
FAST
smistad / FAST
A framework for GPU based high-performance medical image processing and visualization
opencl visualization parallel-computing medical-imaging gpu-computing deep-learning streaming ultrasound
Language:C++ 287
favreau / Sol-R
Open-Source CUDA/OpenCL Speed Of Light Ray-tracer
cuda 3d-graphics-engine ray-tracing gpu-computing gpu-acceleration opencl gpgpu vr virtual-reality rendering science raytracing interactive realtime-rendering raytracing-engine raytracer pathtracing path-tracing graphics-engine 3d
Language:C++ 286
uncomplicate / clojurecl
ClojureCL is a Clojure library for parallel computations with OpenCL.
opencl parallel-computations clojure-library clojure high-performance-computing high-performance amd-opencl nvidia intel gpu-computing
Language:Clojure 272
niessner / Opt
Opt DSL
non-linear-optimization least-squares gauss-newton levenberg-marquardt gpu-computing
Language:Terra 247
gpufit / Gpufit
GPU-accelerated Levenberg-Marquardt curve fitting in CUDA
gpu-computing non-linear-regression curve-fitting super-resolution gpu-acceleration gpu-programming levenberg-marquardt
Language:C++ 231
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++ 230

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