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biguq.jl's Introduction

BIGUQ (Bayesian Information Gap Decision Theory for Uncertainty Quantification, Experimental Design and Decision Analysis)

BIGUQ

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BIGUQ is a module of MADS. MADS (Model Analysis & Decision Support) is an open-source Julia code designed as an integrated high-performance computational framework performing a wide range of model-based analyses:

  • Sensitivity Analysis
  • Parameter Estimation
  • Model Inversion and Calibration
  • Uncertainty Quantification
  • Model Selection and Averaging
  • Decision Support

MADS utilizes adaptive rules and techniques which allows the analyses to be performed with minimum user input. The code provides a series of alternative algorithms to perform each type of model analyses.

Documentation

All the available MADS modules and functions are described at madsjulia.github.io

Installation

After starting Julia, execute:

Pkg.add("Anasol")

Installation behind a firewall

Julia uses git for package management. Add in the .gitconfig file in your home directory:

[url "https://"]
        insteadOf = git://

or execute:

git config --global url."https://".insteadOf git://

Set proxies:

export ftp_proxy=http://proxyout.<your_site>:8080
export rsync_proxy=http://proxyout.<your_site>:8080
export http_proxy=http://proxyout.<your_site>:8080
export https_proxy=http://proxyout.<your_site>:8080
export no_proxy=.<your_site>

For example, if you are doing this at LANL, you will need to execute the following lines in your bash command-line environment:

export ftp_proxy=http://proxyout.lanl.gov:8080
export rsync_proxy=http://proxyout.lanl.gov:8080
export http_proxy=http://proxyout.lanl.gov:8080
export https_proxy=http://proxyout.lanl.gov:8080
export no_proxy=.lanl.gov

biguq.jl's People

Contributors

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