korali
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Using Korali

  • Installation
  • Korali Basics
  • Parallel / Distributed Execution
  • Checkpoint / Resume
  • Tools

Examples

  • Bayesian Inference
  • Hierarchical Bayesian
  • Integration
  • Machine Learning
  • Optimization
  • Model Propagation
  • Propagation of Uncertainty
  • Sampling
  • Case-Study Applications
    • Reinforcement Learning examples on OpenAI Gym
    • The Lighthouse Problem
    • Study Case: Reinforcement Learning on Artificial Bacterial Flagella (ABF) in 3D
    • Study Case: Reinforcement Learning for Fluids
    • Study Case: Swarm of Swimmers
    • Study Case: Coalescing bubbles in a pipe
    • SIR Epidemiology Model
    • Coarse Grained Water Simulation (LAMMPS)
    • Red Blood Cell Parameter Inference (Stretching)
    • Red Blood Cell Parameter Inference (Relaxation)

Features

  • Checkpoint / Resume
  • Korali + Korali Model
  • Concurrent Execution
  • Partial Runs
  • Running Multiple Experiments
  • Partial Runs
  • Running C++
  • Running C++ MPI Applications
  • Running Python MPI Applications
  • Preserving Results

Module Configuration

  • Experiment
  • Problems
  • Solver
  • Conduits
  • Distributions
  • Neural Network

Development

  • Extending Korali
  • Code Documentation
  • Github Repository
  • Build Status
  • Test Coverage
korali
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  • Case-Study Applications
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Case-Study Applications

These are a set of case-study applications that have been used by ETH Zurich CSELab members or collaborators to conduct scientific research.

For more information:

  • Korali web: https://www.cse-lab.ethz.ch/korali/

  • CSELab web: https://www.cse-lab.ethz.ch/

Sub-Categories

  • Reinforcement Learning examples on OpenAI Gym
  • The Lighthouse Problem
  • Study Case: Reinforcement Learning on Artificial Bacterial Flagella (ABF) in 3D
  • Study Case: Reinforcement Learning for Fluids
  • Study Case: Swarm of Swimmers
  • Study Case: Coalescing bubbles in a pipe
  • SIR Epidemiology Model
  • Coarse Grained Water Simulation (LAMMPS)
  • Red Blood Cell Parameter Inference (Stretching)
  • Red Blood Cell Parameter Inference (Relaxation)
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