OCDocker.OCScore.Optimization package

Submodules

• OCDocker.OCScore.Optimization.DNN module
  • optimize_NN()
  • perform_ablation_study_NN()
  • perform_seed_ablation_study_NN()
  • optimize()
• OCDocker.OCScore.Optimization.Transformer module
  • optimize_Transformer()
  • optimize()
• OCDocker.OCScore.Optimization.XGBoost module
  • optimize_XGB()
  • optimize()
• OCDocker.OCScore.Optimization.future package
  • Submodules
    • OCDocker.OCScore.Optimization.future.DNN module
      • optimize_NN_future()
      • optimize()
  • Module contents
    • Modules

Module contents

Optimization routines and hyperparameter search utilities.

Usage:

import OCDocker.OCScore.Optimization as ocopt

Modules

• DNN: DNN training and optimization pipelines.

• Transformer: Transformer training and optimization pipelines.

• XGBoost: XGBoost training and optimization pipelines.

• future: Experimental optimization routines.