Check the preview of 2nd version of this platform
being developed by the open MLCommons taskforce on automation and reproducibility
as a free, open-source and technology-agnostic on-prem platform.
[
Project overview,
Reddit disccusion,
Android app,
Chrome add-on
]
Our platform is used to organize scientific knowledge in the form of reusable workflow templates with plug&play components, automation actions, unified meta descriptions and common APIs from reproduced research papers. The goal is to automate AI, ML and System research, accelerate innovation and simplify its adoption in the real world. For example, our prototype successfully automated the complex co-design process of Pareto-efficient AI/ML/SW/HW stacks and their deployment in production from the cloud to the edge.
This is an ongoing community project and there is still a lot to be done. Don't hesitate to get in touch if you have any suggestions or encounter any issues!
Our platform is used to organize scientific knowledge in the form of reusable workflow templates with plug&play components, automation actions, unified meta descriptions and common APIs from reproduced research papers. The goal is to automate AI, ML and System research, accelerate innovation and simplify its adoption in the real world. For example, our prototype successfully automated the complex co-design process of Pareto-efficient AI/ML/SW/HW stacks and their deployment in production from the cloud to the edge.
This is an ongoing community project and there is still a lot to be done. Don't hesitate to get in touch if you have any suggestions or encounter any issues!