cmind
Project description
About
The Collective Knowledge project (CK) is motivated by our tedious experience reproducing experiments from 150 research papers and validating them in the real world - we decided to develop a universal and human-readable interface to access any software project and run it on any platform with any software, hardware and data.
The Collective Mind tool (CM) helps users to add this universal interface to their software projects and transform them into a database of portable and reusable components in a transparent and non-intrusive way.
CM is being developed by the open MLCommons taskforce to solve the "dependency hell" for ML and AI systems, reduce their development, benchmarking, optimization and deployment time and costs, and automate reproducibility initiatives and artifact evaluation at conferences.
Documentation and the Getting Started Guide
Copyright
2021-2022 MLCommons
Maintainers
Acknowledgments
This project is supported by MLCommons, OctoML and individual contributors.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
