Problems

Problem modules describe a statistical/learning/other problem to be solved by Korali. One or more solvers may exist (or be added to Korali) that can be used to solve a particular problem. To specify a problem type, use the following syntax:

e = korali.Experiment()
e["Problem"]["Type"] = "Optimization"

For more information, see Korali Usage Basics.

Sub-Categories:

• Probability Distribution Sampling
• Supervised Learning
• Optimization
• Simulation of Reaction
• Reinforcement Learning
  • Discrete Reinforcement Learning
  • Continuous Reinforcement Learning
• Hierarchical Bayesian Inference
  • Hierarchical Bayesian (Theta)
  • Hierarchical Bayesian (Theta New)
  • Hierarchical Bayesian (Psi)
• Propagation
• Integration
• Design
• Bayesian Inference
  • Likelihood by Reference
  • Custom Likelihood