Algorithm modules

Algorithm modules of Oríon

• Space search
  • Search space of optimization problems
  • Categorical
  • Dimension
  • Fidelity
  • Integer
  • Real
  • Space
  • SpaceConverter
  • check_random_state()
  • to_orionspace()
• Base definition of algorithms
  • BaseAlgorithm
• Random Search Algorithm
  • Random
• Grid Search Algorithm
  • GridSearch
  • categorical_grid()
  • discrete_grid()
  • grid()
  • real_grid()
• Hyperband Algorithm
  • BudgetTuple
  • Hyperband
  • HyperbandBracket
  • RungDict
  • compute_budgets()
  • display_budgets()
• Asynchronous Successive Halving Algorithm
  • ASHA
  • ASHABracket
  • compute_budgets()
• DEHB
  • DEHB
  • SHBracketManager
  • SHBracketManagerImpl
• BOHB
  • BOHB
• Population Based Training
  • Population Based Training
  • LineageNode
  • Lineages
  • Exploit classes for Population Based Training
  • Explore classes for Population Based Training
• Population Based Bandits
  • Population Based Bandits
  • PB2 Utils
• TPE Algorithm
  • CategoricalSampler
  • GMMSampler
  • TPE
  • adaptive_parzen_estimator()
  • compute_max_ei_point()
  • ramp_up_weights()
• Ax
  • AxOptimizer
• MOFA Algorithm
  • orion.algo.mofa.mofa – MOFA
  • MOFA
  • get_factorial_importance_analysis()
  • get_factorial_performance_analysis()
  • select_new_region_of_interest()
• Nevergrad
  • NevergradOptimizer
• Parallel Strategy
• Registries
• HEBO
  • HEBO