raffaello-camoriano / Enitor

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

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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 &

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


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