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Reference implementation of LassoNet

Project description

Feature Selection in Neural Networks

Tips

LassoNet sometimes require fine tuning. For optimal performance, consider

  • checking that the dense model with has acceptable accuracy before running over the entire regularization path
  • making sure the stepsize over the path is not too large. By default, the stepsize runs over the logscale between two values and .

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