Algorithm modules

Algorithm modules of Oríon

• Space search
  • Search space of optimization problems
• Base definition of algorithms
• Random Search Algorithm
  • Random sampler as optimization algorithm
• Grid Search Algorithm
  • Grid Search
• Hyperband Algorithm
  • A Novel Bandit-Based Approach to Hyperparameter Optimization
• Asynchronous Successive Halving Algorithm
  • Asynchronous Successive Halving Algorithm
• DEHB
• BOHB
  • orion.algo.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
  • Tree-structured Parzen Estimator Approach
• Ax
  • orion.algo.axoptimizer – Ax Wrapper
• MOFA Algorithm
  • orion.algo.mofa.mofa – MOFA
• Nevergrad
  • Nevergrad Optimizer
• Parallel Strategy
  • Parallel Strategies
• Registries
• HEBO