we have successfully completed the prototyping phase of the Collective Knowledge technology
to make it easier to reproduce AI&ML and deploy it in production using portable CK workflows and reusable artifacts
as described in this white paper
and the CK presentation
We are now preparing the second phase of this project to make CK simpler to use and more user friendly -
don't hesitate to get in touch with the CK author
to know more!
cKnowledge.io is an open platform developed by Grigori Fursin
to support the Collective Knowledge project (CK)
and reproducibility initiatives
started in 2015.
The long-term goal is to enable efficient and self-optimizing software and hardware
for emerging AI, ML and quantum workloads.
We want to achieve that by providing a unified way to package and share artifacts and ML models
along with papers and keep track of the state-of-the-art research (AI,ML,quantum) with portable workflows and reusable artifacts.
The idea is to help researchers and practitioners reproduce results
and participate in collaborative ML/SW/HW benchmarking and optimization
using "live" scoreboards