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Gpu Computing

116 projects

Showing 36 of 116 projects

ClojureCL - parallel computations with OpenCL
ClojureCL - parallel computations with OpenCLClojure

A Clojure library for parallel computations using OpenCL 2.0 with fast JNI bindings.

#amd-opencl#scientific-computing#parallel-computing
Stars284
Forks18
Last commit23 days ago
jax-cosmo
jax-cosmoPython

A differentiable cosmology library built with JAX for automatic differentiation of cosmological calculations.

#scientific-computing#jax#astrophysics
Stars244
Forks50
Last commit1 year ago
Optimal Transport Tools
Optimal Transport ToolsPython

A Python toolbox for solving optimal transport problems with JAX-powered computational efficiency.

#jax#python-library#differentiable-algorithms
Stars214
Forks17
Last commit4 years ago
cunn
cunnCuda

CUDA backend implementation for Torch's neural network package, enabling GPU acceleration for deep learning models.

#cuda#scientific-computing#deep-learning
Stars213
Forks173
Last commit7 years ago
jwave
jwavePython

A JAX-based research framework for differentiable and parallelizable acoustic simulations, running on CPU, GPU, and TPU.

#scientific-computing#parallel-computing#simulation
Stars211
Forks33
Last commit4 months ago
ClojureCUDA
ClojureCUDAC

A Clojure library for GPU-accelerated computing using NVIDIA CUDA, enabling high-performance parallel processing.

#cuda#scientific-computing#high-performance-computing
Stars207
Forks12
Last commit7 days ago
fitcrack
fitcrackC

A BOINC-based distributed password cracking system powered by hashcat, enabling recovery of passwords from encrypted media and hashes across GPU-equipped nodes.

#boinc#penetration-testing#gpu-computing
Stars175
Forks38
Last commit3 months ago
num.cr
num.crCrystal

A core scientific computing library for Crystal providing n-dimensional tensors, linear algebra, GPU acceleration, and automatic differentiation.

#scientific-computing#opencl#tensors
Stars163
Forks14
Last commit2 years ago
docker-hashcat
docker-hashcatDockerfile

Dockerized hashcat with multiple backends (CUDA, OpenCL, POCL) for GPU-accelerated password recovery and hash cracking.

#cuda#opencl#nvidia
Stars160
Forks45
Last commit11 months ago
SPOC
SPOCOCaml

A PPX-based DSL for writing GPU kernels in OCaml syntax that compiles to multiple backends (CUDA, OpenCL, Vulkan, Metal).

#vulkan#cuda#parallel-computing
Stars146
Forks12
Last commit21 hours ago
DCompute
DComputeD

A set of libraries enabling native execution of D code on GPUs and other accelerators via OpenCL and CUDA runtimes.

#fpga#d#cuda
Stars143
Forks35
Last commit5 days ago
libvc
libvcC++

A GPGPU engine for C++ that executes SPIR-V compute shaders using Vulkan, similar to OpenCL but with a more abstract interface.

#vulkan#parallel-computing#compute-shaders
Stars141
Forks10
Last commit4 years ago
SymJAX
SymJAXPython

A symbolic programming library built on JAX for concise, explicit, and optimized machine learning computations.

#jax#deep-learning#signal-processing
Stars131
Forks5
Last commit3 years ago
swift-colab
swift-colabSwift

A Swift kernel for Google Colaboratory that enables Swift programming in the browser with GPU support for machine learning.

#google-colab#jupyter-kernel#notebook
Stars111
Forks11
Last commit2 years ago
red-chainer
red-chainerRuby

A flexible deep learning framework for Ruby, ported from Python's Chainer.

#ai-framework#deep-learning#neural-networks
Stars103
Forks17
Last commit4 years ago
Metalbrot
MetalbrotSwift

An interactive Swift playground demonstrating Metal compute kernels for fractal visualization.

#compute-shaders#graphics#metal
Stars94
Forks9
Last commit4 years ago
Neon Course
Neon CourseJupyter Notebook

A collection of Jupyter notebooks for learning the neon deep learning framework through hands-on tutorials.

#model-training#deep-learning#machine-learning-tutorials
Stars93
Forks44
Last commit3 years ago
RPI tempmon
RPI tempmonPython

A Python program to monitor ARM CPU and GPU temperature on Raspberry Pi with logging, alarms, graphing, and notifications.

#python-3#tempertaure#stress-testing
Stars88
Forks15
Last commit3 months ago
CUB
CUBCuda

A library of reusable CUDA C++ software components for parallel algorithms like sorting, prefix scan, reduction, and histogram.

#cuda#c-plus-plus-library#high-performance-computing
Stars87
Forks47
Last commit2 years ago
Rook
RookPython

A Python tool that automates the provisioning of AWS p3 GPU instances via Terraform for high-speed password cracking with Hashcat.

#cloud-infrastructure#security-tooling#penetration-testing
Stars85
Forks12
Last commit6 years ago
RustTensor
RustTensorRust

A learning-focused, high-performance tensor computation library built from scratch in Rust with automatic differentiation and CPU/CUDA backends.

#cuda#educational#deep-learning
Stars80
Forks2
Last commit1 year ago
goffi
goffiGo

Pure Go FFI for calling C libraries without CGO, designed for WebGPU and GPU computing with zero per-call allocations.

#cgo-free#graphics#webgpu
Stars74
Forks6
Last commit2 days ago
astronomix
astronomixPython

A differentiable hydrodynamics and magnetohydrodynamics code for astrophysics built with JAX, enabling gradient-based inverse modeling and multi-GPU simulations.

#scientific-computing#open-source#computational-fluid-dynamics
Stars66
Forks7
Last commit
JAXFit
JAXFitPython

GPU/TPU accelerated nonlinear least-squares curve fitting using JAX, designed as a drop-in replacement for SciPy's curve_fit.

#scientific-computing#jax#nonlinear-regression
Stars61
Forks11
Last commit3 years ago
rtg-math
rtg-mathCommon Lisp

A Common Lisp library providing vector, matrix, and quaternion math functions for real-time graphics and game development.

#real-time-graphics#quaternions#game-development
Stars58
Forks14
Last commit6 years ago
avm
avmCommon Lisp

An efficient arrayed vector math library for Common Lisp with multi-threading and CUDA support.

#cuda#scientific-computing#parallel-computing
Stars54
Forks4
Last commit5 years ago
Libclsph
LibclsphC++

An OpenCL-based GPU-accelerated library for SPH fluid simulations, designed for animation, CGI, and games.

#sph#c-plus-plus-11#animation
Stars53
Forks9
Last commit10 years ago
sklearn-jax-kernels
sklearn-jax-kernelsPython

Composable kernels for scikit-learn implemented in JAX, enabling faster kernel computations and automatic differentiation.

#dna-sequences#jax#xla
Stars47
Forks4
Last commit5 years ago
Coreax
CoreaxPython

A JAX-based library for coreset algorithms that reduce large datasets to smaller representative subsets while preserving statistical properties.

#jax#python-library#data-reduction
Stars43
Forks4
Last commit1 day ago
vivsim
vivsimPython

A Python library for accelerated fluid-structure interaction simulations using the immersed boundary lattice Boltzmann method, powered by JAX.

#scientific-computing#computational-fluid-dynamics#fluid-structure-interaction
Stars42
Forks11
Last commit
Knowledge3D (K3D)
Knowledge3D (K3D)Python

A sovereign GPU-native reference implementation for W3C PM-KR, storing knowledge once as executable procedures consumable by both humans and AI.

#cuda#sovereign-ai#ptx
Stars38
Forks5
Last commit2 months ago
Notebooks
NotebooksDockerfile

A Docker-based starter kit providing pre-configured Jupyter notebook environments for machine learning with TensorFlow, PyTorch, and essential libraries.

#cuda#gpu-ready#ml-environment
Stars35
Forks6
Last commit8 months ago
FID computation
FID computationPython

A JAX/Flax implementation of the Fréchet Inception Distance (FID) metric for evaluating generative models.

#evaluation-metrics#inception-v3#jax
Stars29
Forks7
Last commit2 years ago
hwoa-rang-gpu
hwoa-rang-gpuTypeScript

A minimal WebGPU library for rendering and compute operations, built with a focus on simplicity and performance.

#webgpu#wglsl#3d-graphics
Stars21
Forks1
Last commit4 years ago
Thimbleberry
ThimbleberryTypeScript

A library of WebGPU support functions for modularization, debugging, testing, and resource management.

#webgpu#wgsl-templates#gpu-performance
Stars21
Forks0
Last commit1 year ago
opencl-ada
opencl-adaAda

An Ada binding for the OpenCL host API, enabling OpenCL host programming in Ada.

#ada-binding#parallel-computing#host-api
Stars18
Forks6
Last commit12 years ago
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