Compute Open Source Projects

Productive, portable, and performant GPU programming in Python.

Perform data science on data that remains in someone else's server

cuDF - GPU DataFrame Library

Kubernetes-based, scale-to-zero, request-driven compute

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

Tensorflow prebuilt binary for Windows

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

OpenStack Compute (Nova). Mirror of code maintained at opendev.org.

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

A .NET library to run C# code in parallel on the GPU through DX12, D2D1, and dynamically generated HLSL compute and pixel shaders, with the goal of making GPU computing easy to use for all .NET developers! 🚀

Enabling PyTorch on XLA Devices (e.g. Google TPU)

OpenGL 3 and 4 examples using GLSL

Distributed compute platform implemented in Rust, and powered by Apache Arrow.

Vulkan & C++17 based Scene Graph Project

A C++ GPU Computing Library for OpenCL

Tensorflow implementation of contextualized word representations from bi-directional language models

The write-once-run-anywhere GPGPU library for Rust

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

Intel® Graphics Compute Runtime for oneAPI Level Zero and OpenCL™ Driver

works in real-time with detection and recognition accuracy up to 99.8% for Chinese license plates: 100 ms/plate

Run your own privacy-first ad blocking service in the cloud for free on Google Cloud Services.

Raspberry Pi USB device provisioning tool (RPIBOOT)

An awesome code differencing tool

Configure Caffe in one hour for Windows users.

Configures opinionated GKE clusters

VK driver for the Raspberry Pi (Broadcom Videocore IV)

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

A straightforward GPU implementation of Jos Stam's "Stable Fluids" on Unity.

A Javascript implementation of Fortune's algorithm to compute Voronoi cells

Gophercloud: an OpenStack SDK for Go

Contains examples for the Movidius Neural Compute Stick.

The LinuxBoot project is working to enable Linux to replace your firmware on all platforms.

:earth_americas: Simple and fast watershed delineation in python.

AWS ParallelCluster is an AWS supported Open Source cluster management tool to deploy and manage HPC clusters in the AWS cloud.

Confidential Consortium Framework

An example of drawing numerous instances using Unity3D, compute shaders and Graphics.DrawMeshInstancedIndirect with Frustum & Occlusion culling and LOD'ing.

Minimal Example of Using Vulkan for Compute Operations. Only ~400LOC.

Rendering Point Clouds with Compute Shaders

Clspv is a compiler for OpenCL C to Vulkan compute shaders

Super fast implementation of ICP in CUDA for compute capable devices 3.5 or higher

Sparse volume compute and rendering on NVIDIA GPUs

Windows - Host Compute Service Shim

An example of use of compute shaders and procedural instancing.

A collection of tools for manipulating and analyzing SVG Path objects and Bezier curves.

Hashdiff is a ruby library to to compute the smallest difference between two hashes

Compute Sentence Embeddings Fast!

StarCluster is an open source cluster-computing toolkit for Amazon's Elastic Compute Cloud (EC2).

Solutions for Elements of Programming Interviews problems written in Golang (work-in-progress)

Dockerfiles for the various software layers defined in the Radeon Open Compute Platform

SSAO image effect from Microsoft MiniEngine, ported to Unity.

Openstack Sequence Diagrams(Openstack操作序列图)

Procedural painting algorithms in Unity 3d with compute shaders based on genetic evolution algorithms

PySpark Cheat Sheet - example code to help you learn PySpark and develop apps faster

Python library to compute knowledge graph embeddings