sklearn-discretefirstorder
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Getting Started

  • Quick Start with sklearn-discretefirstorder

Documentation

  • User guide: discrete first-order method for subset selection
  • The sklearn-discretefirstorder’s API guide

Tutorial - Examples

  • General examples
    • Cross Validation with DFO Regressor
    • DFO Regressor for Subset Selection in a Pipeline
    • Discrete first-order method vs. Lasso
    • Scaling input data for the DFO Regressor
sklearn-discretefirstorder
  • General examples
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General examples¶

Introductory examples.

Cross Validation with DFO Regressor

Cross Validation with DFO Regressor

DFO Regressor for Subset Selection in a Pipeline

DFO Regressor for Subset Selection in a Pipeline

Discrete first-order method vs. Lasso

Discrete first-order method vs. Lasso

Scaling input data for the DFO Regressor

Scaling input data for the DFO Regressor

Download all examples in Python source code: auto_examples_python.zip

Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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