Notebooks

Here you can find a variety of notebooks to illustrate various features of Optunity. All of these examples are available in the OPTUNITY/notebooks folder.

• Basic: cross-validation
  • Standard cross-validation
  • Using strata and clusters
  • Aggregators
  • Cross-validation with scikit-learn
• Basic: nested cross-validation
• Basic: minimizing a simple function
• Basic: Sobol sequences
• Optimization response surface
• OpenCV: optical character recognition
• sklearn: automated learning method selection and tuning
• sklearn: SVM classification
  • Tune SVC with RBF kernel
  • Tune SVC without deciding the kernel in advance
• sklearn: SVM regression
  • Nested cross-validation
  • Determining the kernel family during tuning

To contribute examples, please send us a pull request on Github.