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catboost /catboost

Star8.8k

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.

python data-science machine-learning data-mining tutorial r big-data gpu cuda kaggle gbdt gbm gpu-computing decision-trees gradient-boosting coreml catboost categorical-features

UpdatedFeb 20, 2026
C++

gyroflow /gyroflow

Star8.3k

Video stabilization using gyroscope data

rust video fpv gpu gyroscope gopro video-processing gpu-computing sony-alpha-cameras stabilization insta360 rolling-shutter-undistortion

UpdatedFeb 14, 2026
Rust

google /tf-quant-finance

Star5.2k

High-performance TensorFlow library for quantitative finance.

python finance tensorflow gpu high-performance quantlib high-performance-computing gpu-computing quantitative-finance numerical-methods numerical-optimization numerical-integration

UpdatedFeb 12, 2026
Python

NVIDIA /thrust

Star5k

[ARCHIVED] The C++ parallel algorithms library. Seehttps://github.com/NVIDIA/cccl

cxx algorithms cpp gpu cpp14 cuda cpp11 nvidia cpp17 gpu-computing thrust cpp20 cxx11 cxx14 cxx17 cxx20 nvidia-hpc-sdk

UpdatedFeb 8, 2024
C++

ProjectPhysX /FluidX3D

Sponsor

Star4.9k

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs via OpenCL. Free for non-commercial use.

benchmark simulation hpc gpu physics opencl scientific-visualization gpgpu scientific-computing high-performance-computing raytracing gpu-computing cfd fluid-solver fluid-dynamics interactive-visualization computational-fluid-dynamics fluid-simulation lattice-boltzmann lbm

UpdatedFeb 18, 2026
C++

tensorflow /lingvo

Star2.9k

Lingvo

nlp research translation tensorflow machine-translation speech distributed tts speech-synthesis mnist speech-recognition lm seq2seq speech-to-text gpu-computing language-model asr

UpdatedFeb 20, 2026
Python

microsoft /pai

Star2.7k

Resource scheduling and cluster management for AI

kubernetes machine-learning cloud ai jupyter chainer tensorflow gpu scheduling pytorch artificial-intelligence gpu-computing resource-management model-training on-premise cluster-manager gpu-cluster cluster-management gpu-scheduler

UpdatedJun 6, 2024
JavaScript

KomputeProject /kompute

Star2.5k

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.

python machine-learning deep-learning cpp vulkan gpgpu gpu-computing vulkan-demos deep-learning-gpu vulkan-compute vulkan-tutorial vulkan-example vulkan-compute-tutorial vulkan-compute-framework vulkan-compute-example machine-learning-gpu

UpdatedFeb 3, 2026
C++

jbush001 /NyuziProcessor

Star2.2k

GPGPU microprocessor architecture

processor-architecture fpga hardware gpu graphics verilog microprocessor gpu-computing

UpdatedNov 8, 2024
C

NVIDIA /cccl

Star2.2k

CUDA Core Compute Libraries

cpp hpc gpu modern-cpp parallel-computing cuda nvidia gpu-acceleration cuda-kernels gpu-computing parallel-algorithm parallel-programming nvidia-gpu gpu-programming cuda-library cpp-programming cuda-programming accelerated-computing cuda-cpp

UpdatedFeb 20, 2026
C++

software-mansion /TypeGPU

Sponsor

Star2.1k

A modular and open-ended toolkit for WebGPU, with advanced type inference and the ability to write shaders in TypeScript

javascript typescript gpu graphics gpgpu typesafe gpu-computing webgpu gpu-programming webgpu-api wgsl wgsl-shader

UpdatedFeb 20, 2026
TypeScript

inducer /pycuda

Star2k

CUDA integration for Python, plus shiny features

python gpu array cuda scientific-computing gpu-computing multidimensional-arrays pycuda

UpdatedFeb 18, 2026
Python

SciML /SciMLBook

Sponsor

Star2k

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

performance-engineering parallelism neural-networks differential-equations gpu-computing numerical-methods lecture-notes neural-ode scientific-machine-learning neural-sde stiff-equations scientific-simulators sciml

UpdatedFeb 17, 2026
HTML

chelsea0x3b /dfdx

Sponsor

Star1.9k

Deep learning in Rust, with shape checked tensors and neural networks

rust machine-learning deep-neural-networks deep-learning neural-network gpu cuda autograd rust-lang gpu-acceleration cuda-kernels tensor gpu-computing backpropagation cudnn cuda-toolkit cuda-support autodiff autodifferentiation

UpdatedJul 23, 2024
Rust

mikbry /awesome-webgpu

Star1.8k

😎 Curated list of awesome things around WebGPU ecosystem.

javascript webgl awesome w3c awesome-list gpu-computing 3d webgpu

UpdatedJan 21, 2026

AdaptiveCpp /AdaptiveCpp

Star1.8k

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!

compiler hpc high-performance gpgpu high-performance-computing gpu-computing sycl stdpar hipsycl opensycl adaptivecpp