CK repository for AI and ML systems

Linux/MacOS: Windows:

There are numerous CK components spread across numerous GitHub repositories. Based on the feedback from the community, we have created this repository to collect all the main CK components related to AI and ML Systems in one place. These components are also uploaded to the cKnowledge.io platform similar to PyPI to help you search for specific components and see their connections!

This repository contains a collection of dev CK components for ML systems in the CK format:

• CK modules with automation actions: [list]
• CK program workflows: [list]
• CK meta packages: [list]
• CK software detection: [list]
• CK datasets: [list]
• CK adaptive containers: [list]
• CK OS: [list]
• CK MLPerf™ system descriptions: [list]
• CK MLPerf™ benchmark CMD generators: [list]

You can find stable CK components aggregated in this repository.

Install and use CK framework

• https://github.com/ctuning/ck

Real world use-cases

• CK-powered MLPerf™ benchmark automation
• MLOps from OctoML.ai
• Other projects from our partners

Motivation

• White paper and extended journal article
• ACM TechTalk on YouTube
• OctoML.ai

Problems

Don't hesitate to report issues or submit feature requests here.

Feedback

Сontact Grigori Fursin (OctoML.ai, MLCommons™ member)