ml.cern.ch¶
ml.cern.ch is a Kubeflow
based ML solution provided by CERN.
Kubeflow
¶
Kubeflow
is a Kubernetes based ML toolkits aiming at making deployments of ML workflows simple, portable and scalable. In Kubeflow, pipeline is an important concept. Machine Learning workflows are discribed as a Kubeflow pipeline for execution.
How to access¶
ml.cern.ch
only accepts connections from within the CERN network. Therefore, if you are outside of CERN, you will need to use a network tunnel (eg. via ssh -D
dynamic port forwarding as a SOCKS5 proxy)... The main website are shown below.
Examples¶
After logging into the main website, you can click on the Examples
entry to browser a gitlab repository containing a lot of examples. For instance, below are two examples from that repository with a well-documented readme
file.