FCVOPT

Examples:

  • Introduction to FCVOpt
  • Tuning LightGBM Hyperparameters (scikit-learn API)
  • Extending CVObjective for Custom Models
  • Standard Bayesian Optimization with FCVOpt
  • Tuning TabularResNet Hyperparameters

API Reference:

  • Optimizers
  • Cross-Validation Objectives
  • Gaussian Process Models
  • Configuration Spaces

Advanced:

  • Technical Details
  • MLflow Integration
FCVOPT
  • Overview: module code

All modules for which code is available

  • fcvopt.configspace
  • fcvopt.crossvalidation.cvobjective
  • fcvopt.crossvalidation.optuna_obj
  • fcvopt.crossvalidation.resnet_cvobj
  • fcvopt.crossvalidation.sklearn_cvobj
  • fcvopt.models.gpregression
  • fcvopt.models.hmgp
  • fcvopt.optimizers.bayes_opt
  • fcvopt.optimizers.fcvopt

© Copyright 2025, Suraj Yerramilli, Daniel W. Apley.

Built with Sphinx using a theme provided by Read the Docs.