Solver

Solver modules are algorithms/method to obtain the solution to a particular problem. Solvers are selected in each experiment $e$ with the following syntax:

e = korali.Experiment()
e["Solver"]["Type"] = "Optimizer/CMAES"

For more information, see Korali Usage Basics. Sub-Categories:

• Samplers
  • Nested Sampling
  • TMCMC (Transitional Markov Chain Monte Carlo)
  • HMC (Hamiltonian Monte Carlo)
  • MCMC (Delayed Rejection Adaptive Metropolis Algorithm)
• Agent
  • Continuous Agent
    • VRACER
  • Discrete Agent
    • Discrete VRACER
• Executor
• Integrator
• Deep Learner
  • Gaussian Process
  • Deep Supervisor
• Optimizers
  • gridSearch
  • DEA (Differential Evolution Algorithm)
  • MADGRAD
  • MO-CMA-ES (Mutli-Objective Covariance Matrix Adaptation Evolution Strategy)
  • AdaBelief
  • CMAES (Covariance Matrix Adaptation Evolution Strategy)
  • Adam
  • RProp (Resilient Back Propagation)