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Cuda

116 projects

Showing 36 of 116 projects

RAPIDS cuGraph
RAPIDS cuGraphCuda

A collection of GPU-accelerated graph analytics libraries for creating, manipulating, and executing scalable graph algorithms.

#cuda#high-performance-computing#graph
Stars2.2k
Forks369
Last commit2 days ago
envd
envdGo

A command-line tool for creating reproducible, container-based development environments for AI/ML workflows.

#cuda#hacktoberfest#developer-tools
Stars2.2k
Forks177
Last commit17 days ago
dfdx
dfdxRust

A deep learning library for Rust featuring shape-checked tensors and neural networks with compile-time safety.

#cuda#tensor-library#neural-network
Stars1.9k
Forks109
Last commit2 years ago
dfdx
dfdxRust

A deep learning library in Rust featuring shape-checked tensors and neural networks with compile-time safety.

#cuda#tensor-library#neural-network
Stars1.9k
Forks109
Last commit2 years ago
moderngpu
moderngpuC++

A header-only C++ library for CUDA providing accelerated primitives for solving irregularly parallel problems on GPUs.

#cuda#parallel-computing#high-performance-computing
Stars1.8k
Forks285
Last commit9 months ago
VkFFT
VkFFTC++

A high-performance GPU-accelerated Fast Fourier Transform library supporting Vulkan, CUDA, HIP, OpenCL, Level Zero, and Metal backends.

#vulkan#r2r#cuda
Stars1.8k
Forks146
Last commit6 months ago
TensorComprehensions
TensorComprehensionsC++

A domain-specific language and C++ library for automatically synthesizing high-performance machine learning kernels.

#cuda#high-performance-computing#pytorch-integration
Stars1.8k
Forks211
Last commit
ILGPU
ILGPUC#

A JIT compiler for writing high-performance GPU programs in .NET languages like C#, offering CUDA-level performance with C# convenience.

#cuda#parallel-computing#intel
Stars1.8k
Forks141
Last commit1 day ago
fast_gicp
fast_gicpC++

A collection of high-performance GICP-based point cloud registration algorithms with multi-threaded and GPU-accelerated implementations.

#robotics#gicp#icp
Stars1.7k
Forks374
Last commit1 year ago
ThunderSVM
ThunderSVMC++

A fast Support Vector Machine (SVM) library that leverages GPUs and multi-core CPUs for high-performance machine learning.

#cuda#libsvm#high-performance-computing
Stars1.6k
Forks222
Last commit2 years ago
MatX
MatXC++

A modern C++20 GPU numerical computing library with Python-like syntax for near-native performance on NVIDIA GPUs.

#cuda#scientific-computing#high-performance-computing
Stars1.4k
Forks130
Last commit2 days ago
Deeppy
DeeppyPython

A Pythonic deep learning framework built on NumPy with optional CUDA acceleration.

#cuda#deep-learning#gpu-acceleration
Stars1.4k
Forks298
Last commit5 years ago
Image Analogy
Image AnalogyC++

A deep learning technique for finding semantically-meaningful dense correspondences between images to enable visual attribute transfer.

#cuda#patchmatch#deep-learning
Stars1.4k
Forks229
Last commit5 years ago
stdgpu
stdgpuC++

A C++17 library providing efficient STL-like data structures (vector, unordered_map, etc.) for GPU programming with CUDA, OpenMP, and HIP backends.

#cuda#parallel-computing#high-performance-computing
Stars1.3k
Forks103
Last commit1 month ago
hyperpose
hyperposePython

A library for building high-performance custom human pose estimation applications with real-time inference and flexible model development.

#cuda#distributed-training#pose-estimation
Stars1.3k
Forks271
Last commit3 years ago
hebel
hebelPython

A GPU-accelerated deep learning library for Python using CUDA via PyCUDA, implementing neural networks with various training methods.

#cuda#stochastic-gradient-descent#python-library
Stars1.2k
Forks115
Last commit5 years ago
Neanderthal
NeanderthalClojure

A high-performance Clojure library for matrix and linear algebra computations using optimized BLAS/LAPACK routines on CPU and GPU.

#blas#cuda#scientific-computing
Stars1.1k
Forks61
Last commit2 months ago
nvidia-container-runtime
nvidia-container-runtime

A container runtime that enables GPU acceleration in Docker containers (deprecated in favor of NVIDIA Container Toolkit).

#cuda#high-performance-computing#container-orchestration
Stars1.1k
Forks164
Last commit3 years ago
Cupoch
CupochC++

A CUDA-accelerated library for rapid 3D data processing in robotics, enabling GPU-powered SLAM, collision avoidance, and path planning.

#robotics#cuda#collision-detection
Stars1.1k
Forks123
Last commit3 months ago
DetectAndTrack
DetectAndTrackPython

A CVPR 2018 algorithm for efficient multi-person pose estimation and tracking in videos, ranking first in the ICCV 2017 PoseTrack challenge.

#cuda#pose-estimation#opencv
Stars997
Forks183
Last commit7 years ago
BitCracker
BitCrackerC

An open-source GPU-accelerated password cracking tool for BitLocker-encrypted storage devices using dictionary attacks.

#cuda#hash#storage-security
Stars976
Forks210
Last commit2 years ago
VUDA
VUDAC++

A header-only Vulkan-based library providing a CUDA Runtime API interface for GPU-accelerated applications.

#vulkan#cuda#compute-shaders
Stars920
Forks41
Last commit2 years ago
BIDMach
BIDMachScala

A CPU and GPU-accelerated machine learning library optimized for high-performance computing.

#cuda#high-performance-computing#deep-learning
Stars918
Forks169
Last commit4 years ago
cuda-api-wrappers
cuda-api-wrappersC++

Thin, unified C++ wrappers for NVIDIA's CUDA APIs (Runtime, Driver, NVRTC, NVTX) that improve safety and ease of use.

#gpu-memory#cuda#gpgpu-computing
Stars905
Forks90
Last commit10 days ago
Deepnet
DeepnetPython

GPU-accelerated Python implementation of six fundamental deep learning algorithms using CUDA libraries.

#cuda#autoencoders#python-library
Stars896
Forks432
Last commit12 years ago
AMGCL
AMGCLC++

A header-only C++ library for solving large sparse linear systems using algebraic multigrid (AMG) method with support for GPU acceleration.

#cuda#multigrid-method#scientific-computing
Stars882
Forks145
Last commit2 days ago
arrayfire-rust
arrayfire-rustRust

Rust bindings for ArrayFire, a high-performance parallel computing library with support for CUDA, OpenCL, and CPU backends.

#cuda#scientific-computing#parallel-computing
Stars826
Forks60
Last commit3 years ago
VexCL
VexCLC++

A C++ vector expression template library for OpenCL, CUDA, and OpenMP that simplifies GPGPU development.

#cuda#scientific-computing#parallel-computing
Stars722
Forks88
Last commit9 days ago
ThunderGBM
ThunderGBMC++

A fast GPU-accelerated library for training Gradient Boosting Decision Trees (GBDT) and Random Forests.

#cuda#random-forest#high-performance-computing
Stars716
Forks87
Last commit1 year ago
cuda-pcl
cuda-pclC++

A CUDA-accelerated library collection for point cloud processing, providing GPU-optimized alternatives to PCL functions.

#robotics#cuda#pcl-alternative
Stars703
Forks109
Last commit2 years ago
MGL
MGLCommon Lisp

A Common Lisp machine learning library focusing on neural networks, Boltzmann machines, and Gaussian processes with BLAS and CUDA support.

#blas#cuda#gradient-descent
Stars652
Forks39
Last commit3 months ago
lispc
lispcCommon Lisp

A Lisp-like macro language that compiles to C and C++ code, designed for expressive metaprogramming and high-performance systems.

#systems-programming#cuda#metaprogramming
Stars550
Forks37
Last commit5 years ago
collenchyma
collenchymaRust

An extensible Rust framework for backend-agnostic, high-performance parallel computations on CUDA, OpenCL, and CPU.

#cuda#parallel-computing#opencl
Stars482
Forks32
Last commit10 years ago
Deep Diamond
Deep DiamondClojure

A fast Clojure library for tensor operations and deep learning with optimized CPU/GPU support.

#cuda#high-performance#nvidia
Stars468
Forks19
Last commit2 months ago
vilib
vilibC++

A GPU-accelerated C++ library for visual-inertial odometry frontend tasks, optimized for high-speed robotics.

#robotics#cuda#gpu-acceleration
Stars458
Forks91
Last commit5 years ago
C-mera
C-meraCommon Lisp

A source-to-source compiler that uses Lisp macros for meta programming of C, C++, CUDA, GLSL, and OpenCL.

#cuda#s-expressions#opencl
Stars453
Forks23
Last commit7 months ago
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