Algorithm modules

TODO

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
• TPE Algorithm
  • Tree-structured Parzen Estimator Approach
• Parallel Strategy
  • Parallel Strategies