README.md

Enitor

Scaling up kernel machines.

/eːˈniː.tor/, [eːˈniː.tɔr]

I climb, ascend

Enitor provides the MATLAB implementation of several large-scale kernel methods.

Hic abundant leones - This packge is currently discontinued

Implemented methods:

• RLS
• KRLS
• Batch Random Features KRLS
• Batch Nystrom KRLS
• Incremental Nystrom KRLS
• Incremental Random Features KRLS
• Fastfood
• Divide & Conquer KRLS
• nu method
• Landweber iteration
• SVM subgradient descent

Commands to launch an experiment script from command line:

matlab -nodesktop -nosplash -r [test-name] &

nohup matlab -nodesktop -nosplash -r [test-name] &

nohup matlab -nodesktop -nosplash -r [test-name] </dev/null &>/dev/null &