optimpv.optimizers package

Subpackages

• optimpv.optimizers.BayesInfEmcee package
  • Submodules
  • optimpv.optimizers.BayesInfEmcee.EmceeOptimizer module
    • EmceeOptimizer
      • EmceeOptimizer.create_metrics_list()
      • EmceeOptimizer.create_search_space()
      • EmceeOptimizer.get_best_params()
      • EmceeOptimizer.get_chain()
      • EmceeOptimizer.get_flat_samples()
      • EmceeOptimizer.initialize_walkers()
      • EmceeOptimizer.optimize()
      • EmceeOptimizer.plot_corner()
      • EmceeOptimizer.plot_traces()
      • EmceeOptimizer.reconstruct_params()
      • EmceeOptimizer.update_params_with_best_balance()
  • Module contents
• optimpv.optimizers.axBOtorch package
  • Submodules
  • optimpv.optimizers.axBOtorch.EGBO module
    • EGBOAcquisition
      • EGBOAcquisition.optimize()
  • optimpv.optimizers.axBOtorch.axBOtorchOptimizer module
    • TurboState
      • TurboState.acceleration
      • TurboState.batch_size
      • TurboState.best_value
      • TurboState.dim
      • TurboState.failure_counter
      • TurboState.failure_tolerance
      • TurboState.length
      • TurboState.length_max
      • TurboState.length_min
      • TurboState.restart_triggered
      • TurboState.success_counter
      • TurboState.success_tolerance
    • axBOtorchOptimizer
      • axBOtorchOptimizer.attach_existing_data()
      • axBOtorchOptimizer.create_generation_strategy()
      • axBOtorchOptimizer.create_objectives()
      • axBOtorchOptimizer.evaluate()
      • axBOtorchOptimizer.get_initial_data_from_existing_data_turbo()
      • axBOtorchOptimizer.get_tracking_metrics()
      • axBOtorchOptimizer.optimize()
      • axBOtorchOptimizer.optimize_sequential()
      • axBOtorchOptimizer.optimize_turbo()
      • axBOtorchOptimizer.update_params_with_best_balance()
    • generate_batch()
    • get_initial_points()
    • update_state()
  • optimpv.optimizers.axBOtorch.axUtils module
    • ConvertParamsAx()
    • CreateObjectiveFromAgent()
    • get_VMLC_default_model_kwargs_list()
    • get_df_ax_client_metrics()
    • get_df_from_ax()
  • Module contents
• optimpv.optimizers.pymooOpti package
  • Submodules
  • optimpv.optimizers.pymooOpti.pymooOptimizer module
  • Module contents
• optimpv.optimizers.scipyOpti package
  • Submodules
  • optimpv.optimizers.scipyOpti.scipyOptimizer module
    • ScipyOptimizer
      • ScipyOptimizer.create_metrics_list()
      • ScipyOptimizer.create_objective()
      • ScipyOptimizer.create_search_space()
      • ScipyOptimizer.evaluate()
      • ScipyOptimizer.optimize()
      • ScipyOptimizer.optimize_least_squares()
      • ScipyOptimizer.reconstruct_params()
      • ScipyOptimizer.update_params_with_best_balance()
  • Module contents

Module contents