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Gpu Acceleration

158 projects

Showing 14 of 158 projects

Spyx
SpyxJupyter Notebook

A compact spiking neural network library built on JAX and Haiku, offering high-performance training via surrogate gradient descent and neuroevolution.

#dm-haiku#haiku#ai
Stars135
Forks14
Last commit1 month ago
gg
ggGo

A pure Go, GPU-accelerated 2D graphics library for building IDEs, browsers, and graphics-intensive applications.

#vulkan#graphics#dx12
Stars117
Forks8
Last commit3 days ago
Vulpes
VulpesJavaScript

A deep belief net and deep learning implementation written in F# with GPU acceleration via Alea.cuBase.

#deep-belief-networks#functional-programming#deep-learning
Stars116
Forks18
Last commit8 years ago
ANNetGPGPU
ANNetGPGPUC++

A GPU-accelerated (CUDA) C++ template library for building and training artificial neural networks, including self-organizing maps and back-propagation networks.

#self-organizing-maps#cuda#c-plus-plus-11
Stars113
Forks24
Last commit4 years ago
Firetype
FiretypeActionScript

An ActionScript 3 library for parsing OpenType fonts and rendering them with GPU acceleration via Stage3D.

#font-rendering#starling-framework#flash
Stars99
Forks11
Last commit10 years ago
born
bornGo

A production-ready deep learning framework for Go that enables training and deploying neural networks as single binaries with a PyTorch-like API.

#high-performance#transformer-models#webgpu
Stars96
Forks7
Last commit12 days ago
DockerDL
DockerDLDockerfile

A pre-configured Docker image with deep learning frameworks, data science tools, and GPU support for rapid environment setup.

#cuda#data-science#deep-learning
Stars85
Forks11
Last commit3 months ago
SMAP
SMAPMATLAB

A modular MATLAB-based platform for analyzing super-resolution microscopy (SMLM) data with GPU-accelerated fitting.

#scientific-computing#super-resolution-microscopy#bioimaging
Stars84
Forks25
Last commit4 days 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
Stars77
Forks1
Last commit1 year ago
GPUI
GPUIActionScript

A tiny GPU-based UI library for Stage3D that renders the entire interface in a single draw call.

#graphics#minimalist#gpu-acceleration
Stars73
Forks10
Last commit14 years ago
Kernex
KernexPython

Kernex extends JAX with kmap and kscan for differentiable stencil computations, enabling efficient array transformations.

#stencil#scientific-computing#jax
Stars72
Forks4
Last commit6 months ago
neo
neoTypeScript

A Deno module for matrix, ndarray, and tensor operations accelerated by WebGPU and WASM.

#fft#neural-network#webgpu
Stars71
Forks4
Last commit2 years ago
skynet
skynetC++

A lightweight deep learning library written in C++ with C, C#, and Python interfaces, supporting CPU and GPU computation.

#multi-language#cuda#deep-learning
Stars62
Forks24
Last commit4 years ago
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
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