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CUDA

CUDA® is a parallel computing platform and programming model developed by NVIDIA for general computing on graphical processing units (GPUs). With CUDA, developers are able to dramatically speed up computing applications by harnessing the power of GPUs.

https://github.com/drilonaliu/parallel-mandelbrot-set

GPU-accelerated Mandelbrot Set generation with CUDA and OpenGL interoperability.

cuda fractals gpu mandelbrot-fractal parallel-programming

Last synced: 26 Jan 2025

https://github.com/bhavinpatel4199/image-processing-with-opencv-and-cuda-on-google-colab

This repository demonstrates image processing using OpenCV with CUDA for GPU acceleration on Google Colab. It includes basics like displaying and manipulating images, alongside advanced techniques using CUDA to enhance performance. Ideal for learning GPU-accelerated image processing in Python.

computer-vision cuda google-colab gpu-acceleration high-performance-computing image-processing opencv pixel-manupulation

Last synced: 12 Feb 2025

https://github.com/drilonaliu/parallel-sierpinski-triangle

GPU-accelerated Sierpinski Triangle generation with CUDA and OpenGL interoperability.

cuda fractals gpu parallel-programming sierpinski-triangle

Last synced: 26 Jan 2025

https://github.com/naetherm/derelictcurand

Dynamic bindings to the CuRAND library for the D Programming Language.

cuda curand d derelict dlang

Last synced: 01 Feb 2025

https://github.com/awikramanayake/optimized-matrix-mult

Optimizing matrix multiplication using parallelism and SIMD (AVX2, CUDA)

avx2 cuda matrix-multiplication

Last synced: 21 Jan 2025

https://github.com/ivanbgd/cuda_quad_c

Calculates a definite integral by using three different rules. Compares sequential to parallel implementations.

cuda integrals parallel-implementations

Last synced: 03 Feb 2025

https://github.com/naetherm/derelictcublas

Dynamic bindings to the CuBLAS library for the D Programming Language.

cublas cuda d derelict dlang

Last synced: 01 Feb 2025

https://github.com/lablup/backend.ai-accelerator-cuda

The Backend.AI CUDA Accelerator Plugin

backendai cuda

Last synced: 03 Jan 2025

https://github.com/juntyr/necsim-rust-docs

Documentation of the spatially explicit biodiversity simulation necsim-rust

biodiversity cuda docs mpi necsim rust simulation

Last synced: 03 Feb 2025

https://github.com/aaaastark/nvidia-cuda-google-colab

Deployment of NVIDIA-CUDA on Google Colab. With in examples codes (Vector Addition and Matrix Multiplication).

c cpp cuda googlecolab googlecolaboratory matrix-multiplication nvidia python vector-addition

Last synced: 15 Jan 2025

https://github.com/matiasvlevi/cuno

Provides cuda bindings, kernel maps and device memory managment for Dannjs computations. [Experimental and not complete]

addon cuda dann dannjs machine-learning nodejs

Last synced: 11 Jan 2025

https://github.com/marcellodesales/nvidea-cuda-ubuntu-docker

NVidea CUDA base image on Ubuntu Linux, used to run Machine Learning

ai cuda docker docker-compose machine-learning ml nvidia-docker ubuntu

Last synced: 03 Feb 2025

https://github.com/aeyage/intraday_prices

GPU-accelerated portfolio optimisation

cuda cupy nvidia-gpu

Last synced: 10 Feb 2025

https://github.com/uwuwuwu363/tts-local

🎤 Natural TTS App: A Python-based text-to-speech GUI with multi-language support, playback controls, and audio export. Built with Tkinter, gTTS, and Pygame. 🚀

chatbot cuda deep-learning multilingual ollama pinokio raspberry-pi speech-recognition speech-to-text text-to-speech tts voice voices wav

Last synced: 10 Feb 2025

https://github.com/shreya888/learning-cuda-with-cpp-and-pytorch

My notes, code, & insights will be recorded here while learning CUDA with C++ and PyTorch

cpp cuda pytorch

Last synced: 30 Dec 2024

https://github.com/hrolive/data-analytics-in-the-era-of-large-scale-machine-learning

Slides and other material for the Cyprus NCC training event about "Data analytics in the era of large-scale machine learning".

cuda deep-learning gpu-acceleration gradient-boosting large-language-models machine-learning preprocessing python pytorch

Last synced: 04 Jan 2025

https://github.com/rgryta/jetsonnano-pytorch

Repository containing built PyTorch wheels for Jetson Nano

cuda jetson python pytorch tegra wheel

Last synced: 11 Jan 2025

https://github.com/tianzonglin/cloud-control-gui

A tool to compute, visualize, analyse and drag points (high-dimensional data)

cuda interaction-design visualization

Last synced: 30 Dec 2024

https://github.com/hit07/ml-dl-torch

This repository contains comprehensive understanding of Machine Leaning, DeepLeaning using Pytorch

computer-vision convolutional-neural-networks cuda neural-networks pytorch

Last synced: 11 Jan 2025

https://github.com/jmuwrobotics/libbicos

GPU-Accelerated Binary Correspondence Search for Multishot Stereo Vision

computer-vision cuda depth-map stereo-camera stereo-matching stereo-vision

Last synced: 30 Dec 2024

https://github.com/abhiram-kandiyana/cuda-blast-2024

Reimplementation of NCBI BLAST with CUDA backend for faster retrieval

blast cuda gpu-acceleration parallel-processing

Last synced: 21 Jan 2025

https://github.com/d-krylov/cuda_to_opengl

Simple examples for CUDA OpenGL interoperability

cuda cuda-opengl opengl

Last synced: 11 Jan 2025

https://github.com/ray-chew/modified_ch

Density functional theory (DFT) and self-consistent field theory (SCFT) simulation of diblock copolymers

cuda density-functional-theory diblock-copolymer numerical-analysis numerical-methods self-consistent-field-theory

Last synced: 11 Jan 2025

https://github.com/ivanbuccella/sf2bio

Deep reinforcement learning for de novo drug design: a ReLeaSe method execution on a Docker Environment

cuda deep-learning deep-reinforcement-learning docker docker-compose machine-learning nvidia-cuda nvidia-docker reinforcement-learning release release-method

Last synced: 11 Jan 2025

https://github.com/timdev-r/cv-ground-truth-extraction

(Dump) Helper for ground truth extraction, movement analytics and silhouette visual demonstration

computer-vision cuda ground-truth intel-realsense pandas python

Last synced: 21 Jan 2025

https://github.com/sandialabs/tenzing

Core library for optimizing CUDA+MPI programs as sequential decision problems.

cuda mpi scr-2759 sequential-decision-problem

Last synced: 11 Jan 2025

https://github.com/proafxin/cuda-docker

High performance computing Images with pycuda and tensorrt preinstalled

cuda docker dockerfile libcudnn nvidia-tensorrt pycuda python tensorrt

Last synced: 12 Jan 2025

https://github.com/mvishiu11/kmeans-clustering

K-Means Clustering with both GPU (CUDA) and CPU implementations

cuda kmeans-clustering

Last synced: 21 Jan 2025

https://github.com/kabir5296/deep-learning-setup-for-ubuntu-guide

CUDA, CuDNN, NVIDIA Driver, and PyTorch Installation for Ubuntu

cuda cudnn deeplearning nlp python pytorch

Last synced: 21 Jan 2025

https://github.com/tthebc01/kawpow

Containerized KAWPOW miner.

cuda docker kawpow ravencoin

Last synced: 03 Jan 2025

https://github.com/hubenchang0515/fft-benchmark

一些 FFT 库的性能测试

cuda fft

Last synced: 18 Jan 2025

https://github.com/occisor2/fluidsimulation

Second project of my parallel algorithms course

cuda high-performance-computing

Last synced: 11 Jan 2025

https://github.com/hr-fahim/transformer-model-optimization

Sample GPT Transformer Model from Scratch.

cuda few-shot-learning transfomers

Last synced: 24 Jan 2025

https://github.com/michaelfranzl/image_fah-client

Dockerfile for Folding@home client with AMD and Nvidia GPGPU support

container cuda debian docker foldingathome gpu-computing opencl

Last synced: 21 Jan 2025

https://github.com/yangfengzzz/tardis

Travel space and time by using autodiff and codegen

autodiff codegen cuda

Last synced: 09 Feb 2025

https://github.com/scar17off/ai-2048

A Python implementation of 2048 with a self-learning AI agent powered by TensorFlow. Features reinforcement learning, GPU acceleration, and real-time gameplay visualization.

2048 2048-ai 2048-game artificial-intelligence cuda deep-learning game-ai gpu-computing machine-learning neural-networks pygame python reinforcement-learning self-learning tensorflow

Last synced: 30 Dec 2024

https://github.com/saiccoumar/cuda-programming-exercises

Brief collection of GPU exercises (my reimplementation). Comes with relevant resources.

cuda cuda-programming nvcc nvidia

Last synced: 18 Jan 2025

https://github.com/lord-turmoil/cudacmakedemo

A demo for building CUDA program with CMake

cuda tutorial

Last synced: 23 Jan 2025

https://github.com/danieljvickers/fluid_simulation

An educational example for learning the Navier-Stoke equations. Also included is a C++ and CUDA shared object library, buildable with CMake, for use in your personal projects.

cpp cuda differential-equations navier-stokes numpy physics python simulation

Last synced: 30 Dec 2024

https://github.com/deep-1704/coa-lab-repo

Computer Organization and Architecture lab assignments.

cuda

Last synced: 18 Jan 2025

https://github.com/deep-1704/coa_lab_repo_grp01

COA Lab assignments

cuda gpgpu-sim

Last synced: 18 Jan 2025

https://github.com/parxd/cuda-optim

optimizing CUDA kernels

cuda machine-learning

Last synced: 30 Jan 2025

https://github.com/xaionaro/cufft-grpc

Export cuFFT through gRPC

cmake cuda cufft fft fourier go golang gpu grpc transformation

Last synced: 18 Jan 2025

https://github.com/f-koehler/itesol

WIP: Iterative eigensolvers for C++20, Python and CUDA

cpp20 cuda eigenvalues linear-algebra python

Last synced: 28 Dec 2024

https://github.com/ronaldsg20/compu-paralela

Códigos de ejemplo para computación paralela y distribuida

cuda opencv openmp posix-threads

Last synced: 05 Jan 2025

https://github.com/angchen0325/cuda-learn

Ang's CUDA-learn project

cuda gpu-computing

Last synced: 08 Jan 2025

https://github.com/betarixm/csed490c

POSTECH: Heterogeneous Parallel Computing (Fall 2023)

cuda gpu parallel-computing postech

Last synced: 19 Jan 2025

https://github.com/emanuelemessina/cuda-benchmark

Evaluate matrix calculations time between CPU and GPU (CUDA)

benchmark cuda matrix-calculations

Last synced: 10 Feb 2025

https://github.com/illagrenan/cuda-80-cudnn6-runtime-1604-py36

Ubuntu 16.04 with Python 3.6 and CUDA Dockerfile

cuda dockerfile ubuntu

Last synced: 19 Jan 2025

https://github.com/illagrenan/cuda-90-cudnn7-runtime-1604-py36

Ubuntu 16.04 with Python 3.6 and CUDA9 Dockerfile

cuda dockerfile python ubuntu

Last synced: 19 Jan 2025

https://github.com/kenwuqianghao/c4ai-cuda-birds

Homework assignments for C4AI Beginners in Research-Driven Studies

cuda machine-learning pytorch

Last synced: 27 Dec 2024

https://github.com/hailiang-wang/cuda-get-started

Get started with CUDA

cuda machine-learning nvidia

Last synced: 07 Jan 2025

https://github.com/neuro-mechatronics-interfaces/python_intan

Tools and demos for working with EMG data from intan using python

circuitpython cuda emg pico python realtime tensorflow

Last synced: 30 Dec 2024

https://github.com/dwain-barnes/llm-gguf-auto-converter

Automated Jupyter notebook solution for batch converting Large Language Models to GGUF format with multiple quantization options. Built on llama.cpp with HuggingFace integration.

auto-converter batch-processing cuda gguf huggingface jupyter-notebook llama-cpp llm model-quantization

Last synced: 31 Jan 2025

https://github.com/dlr-amr/t8gpu

Header-only finite volume library targetting GPUs using t8code as meshing backend.

adaptive-mesh-refinement cuda finite-volume gpgpu-computing hpc mesh mpi parallel-computing simulation

Last synced: 06 Feb 2025

https://github.com/phrutis/minikeys_for_sale

GPU program for brute MiniKeys Casascius Serie1 (22 characters)

bitcoin brute-force btc casascius cuda gpu minikeys program uncompressed

Last synced: 24 Jan 2025

https://github.com/zalo/matmul_cuda

A simple learning example for CUDA

cuda

Last synced: 14 Jan 2025

https://github.com/mathiasotnes/gemm

General Matrix Multiplication (GEMM) optimization in Cuda.

cuda gpu

Last synced: 31 Jan 2025

https://github.com/lixk28/knn-cuda

cuda knn

Last synced: 07 Feb 2025

https://github.com/ahmed5827/image_generation

This application provides a graphical user interface (GUI) for generating images using the Stable Diffusion model. The GUI allows users to input a text prompt, and the application generates an image based on the prompt.

ai cuda generative-ai image-generation

Last synced: 07 Jan 2025

https://github.com/brendanm12345/simple_renderer_cs149

Simple CUDA renderer implementation. 19th most efficient out of 150+ submissions

cpp cuda

Last synced: 07 Jan 2025

https://github.com/abdelrahman-amen/active_learning_with_different_query_strategies

This project explores the implementation of active learning techniques, focusing on various query strategies to optimize the selection of informative data points for model training. It aims to reduce the amount of labeled data required while improving model performance, especially in scenarios with limited labeled data.

activelearning cuda entropy kldivergence margin numpy python pyto uncertainty

Last synced: 24 Jan 2025

https://github.com/daelsepara/hipnewton

GPU Implementation of Newton Fractal Generator with Benchmarking

amd cuda fractal gpu gpu-compute gpu-computing hip newton parallel-computing rocm sdk

Last synced: 05 Feb 2025

https://github.com/akhuntsaria/image-filters

Image filters implemented in CUDA C/C++

cuda image-processing

Last synced: 07 Jan 2025

https://github.com/sugarcane-mk/finetuning_wav2vec2

This repo provides step by step process from sctatch to fine tune facebook's wav2vec2-large model using transformers

asr asr-model cuda facebook fairseq fine-tuning finetuning huggingface librosa python torch transformers wav2vec2 wav2vec2-large-960h

Last synced: 24 Jan 2025

https://github.com/sarah627/horus_eye_fcih_graduation_project

An AI-powered tourism website using YOLOv7 for real-time landmark detection in images. Built with Flask, PyTorch, and Roboflow for seamless tourist interaction.

computer-vision cuda flask jupyter-notebook kaggle matplotlib object-detection opencv python pytorch roboflow

Last synced: 21 Jan 2025

https://github.com/marius311/cudadistributedtools.jl

A set of utility tools for multi-GPU + multi-process workflows

cuda distributed julia

Last synced: 07 Feb 2025

https://github.com/roryclear/cuda-ml

simple cuda optimized mnist classifier

colab-notebook cuda mnist-classification pycuda

Last synced: 21 Jan 2025

https://github.com/curiousci/wind

Multicore systems programming course project

cuda mpi openmp pthreads

Last synced: 29 Dec 2024

https://github.com/sir-photch/wicuvanity

Generate wireguard vanity keys on your Nvidia GPU

cuda gpu vanity-address vanity-addresses vanitygen wireguard

Last synced: 23 Oct 2024

https://github.com/bjornmelin/ml-production-engineering

⚙️ End-to-end ML deployment solutions. Focused on model serving, multi-GPU optimization, and production-grade system implementation. 🎯

cuda deployment docker fastapi gpu-computing kubernetes mlops production

Last synced: 25 Jan 2025

https://github.com/starlitdreams/pacman-convolutional-q-learning

This project implements a Deep Q-Network (DQN) using PyTorch to train an agent to play Atari's Ms. Pac-Man. It utilizes reinforcement learning with a convolutional neural network (CNN) for image processing. Features include experience replay, frame preprocessing, and CUDA support, with trained model saving and video rendering of gameplay.

artificial-intelligence artificial-neural-networks atari cuda deep-learning deep-learning-algorithms deep-q-learning deeplearning gymnasium gymnasium-environment python pytorch

Last synced: 07 Feb 2025

https://github.com/bjornmelin/ml-vision-lab

👁️ Production-grade computer vision implementations. Real-world applications in image processing, object detection, and video analytics with GPU acceleration. 📸

computer-vision cuda deep-learning image-processing object-detection opencv pytorch video-analytics

Last synced: 25 Jan 2025

https://github.com/rushirg/cuda-matrix-multiplication

Matrix Multiplication on GPGPU in CUDA

cpu cuda gpu parallel-processing

Last synced: 21 Jan 2025

https://github.com/h1me01/cuda_neural_network

Cuda version of my previous AVX-512 based neural network.

chess cuda cuda-programming neural-network

Last synced: 07 Jan 2025

https://github.com/bjornmelin/nlp-engineering-hub

📚 Enterprise NLP systems and LLM applications. Features custom language model implementations, distributed training pipelines, and efficient inference systems. 🔤

cuda gpu-optimization huggingface huggingface-transformers langchain language-models large-language-models nlp openai python transformers

Last synced: 25 Jan 2025

https://github.com/karusb/2dca-cuda

2 Dimensional Cellular Automata Visualisation (Game of Life)

algorithm-flowchart cellular-automata cuda game game-of-life glut visual-studio

Last synced: 08 Jan 2025

CUDA Awesome Lists
awesome-yolo-object-detection 1,678 awesome-llm-and-aigc 1,333 awesome-cuda-triton-hpc 563 gpu-guide 961 awesome-dotnet-machine-learning 134 CUDA-Guide 152 awesome-rust-list 747 awesome-mojo-max-mlir 181 PyTorch-Guide 616 awesome-dl-development 91
CUDA Categories
Blogs 3,278 Applications 1,151 Summary 773 Other Versions of YOLO 452 Lighter and Deployment Frameworks 420 Uncategorized 320 Frameworks 296 Machine Learning 200 GUI 151 Web3 and ZKP Framework 132 Learning Resources 121 GPU Programming 84 Scientific Computation 83 C/C++ Learning Resources 68 FFI Bindings 64 Python Frameworks and Tools 56 Videos 46 Jobs and Interview 44 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39