Popular GitHub Repositories for Gpu Acceleration

A WebGL accelerated JavaScript library for training and deploying ML models.

NVIDIA? TensorRT? is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

A highly efficient implementation of Gaussian Processes in PyTorch

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

GPU-Jupyter: Your GPU-accelerated JupyterLab with a rich data science toolstack, TensorFlow and PyTorch for your reproducible deep learning experiments.

GPU-accelerated Deep Learning on Windows 10 native

PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.

R package for automation of machine learning, forecasting, model evaluation, and model interpretation

Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration

GammaCV is a WebGL accelerated Computer Vision library for browser

TOD: GPU-accelerated Outlier Detection via Tensor Operations

A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs

fast + parallel AlphaZero in JAX

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

A GPU accelerated and torch based audio DSP library

EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.

A brian2 extension to simulate spiking neural networks on GPUs