Welcome to MÆSTRO’s documentation!

User Guide:

• Quickstart
  • Overview of MÆSTRO
  • Dependencies
  • Installation
  • Testing the installation
• Code Documentation (API)
  • Surrogate Model API
    • ModelConstruction (maestro/model.py)
  • Function Structure API
    • Fstructure (maestro/fstructure.py)
  • MC Task API
    • MCTask (maestro/mc/mctask.py)
    • Simple App API
    • MiniApp (maestro/mc/miniapp.py)
    • A14App (maestro/mc/a14app.py)
  • State API
    • Settings (maestro/settings.py)
    • WorkingDirectory (maestro/settings.py)
    • AlgorithmStatus (maestro/settings.py)
  • Utility API
    • OutputLevel (maestro/util.py)
    • DiskUtil (maestro/util.py)
    • ParameterPointUtil (maestro/util.py)
• MC Task
  • Overview
  • Function inherited from but not defined in the MCTask base class
  • Dealing with NaNs/\(\infty\) in MC output
  • MC Task code documentation
• Surrogate Models and Function Structures
  • Surrogate Models
    • Available surrogate model functions
    • Creating your own surrogate model function
  • Function Structure
    • Available f_structure functions
    • Creating your own f_structure function
• Interfacing with MÆSTRO
  • Inputs
    • Algorithm parameters
    • Configuration inputs
  • Outputs
    • One line output
  • Exit Codes
• Running the simulator as a function call
• Running the simulator as a script run
• Running the simulator on decaf - henson
• License

Tutorials:

• MÆSTRO with simpleapp
  • Overview
  • Getting started
  • Setting the algorithm parameters
  • Selecting a simple MC function
  • Selecting a surrogate model function
  • Selecting the function structure
  • Setting the configuration inputs
  • Running MÆSTRO on your problem
  • Understanding the output
• MÆSTRO with a Monte Carlo simulator
  • Overview
  • Getting started
  • Setting the algorithm parameters
  • Setting up the Monte Carlo simulator
    • Setting up the Monte Carlo simulator using a function call
    • Setting up the Monte Carlo simulator by executing a script
    • Setting up the Monte Carlo simulator in a decaf - henson workflow
  • Selecting a surrogate model function
  • Selecting the function structure
  • Setting the configuration inputs
  • Running MÆSTRO on your problem
    • When caller_type is function call
    • When caller_type is script run
    • When caller_type is workflow
  • Understanding the output

Indices and tables

• Index

• Module Index

• Search Page