MADS: Model Analysis & Decision Support

Repositories

• SVR.jl

  Support Vector Regression using libSVM

  machine-learning regression data-analytics data-analysis support-vector-machine support-vector-machines libsvm
  Julia 5 15 3 1 Updated Jun 2, 2020

• Mads.jl

  MADS: Model Analysis & Decision Support

  machine-learning decision-making inversion matrix-factorization calibration data-analytics high-performance-computing
  Julia 18 56 0 5 Updated May 18, 2020

• Kriging.jl

  Gaussian process regression

  spatial-analysis gaussian-processes covariance geostatistics kriging variogram krige
  Julia 3 4 1 1 Updated Apr 1, 2020

• LinearAdjoints.jl

  Efficiently compute gradients of g(x,p) where A(p)x=b(p)
  Julia GPL-3.0 1 0 0 4 Updated Feb 27, 2020

• MetaProgTools.jl

  Meta Programming Tools

  julia high-performance-computing analyses decision-support meta-programming mads
  Julia 3 0 0 1 Updated Feb 27, 2020

• FiniteVolume.jl

  Finite volume method for subsurface hydrology problems
  Julia 2 2 0 1 Updated Feb 27, 2020

• RobustPmap.jl

  Robust pmap calls for efficient parallelization and high-performance computing

  hpc julia parallel parallel-computing parallelization parallelism high-performance-computing
  Julia 3 2 0 1 Updated Feb 27, 2020

• AffineInvariantMCMC.jl

  Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler

  julia markov-chain uncertainty high-performance-computing monte-carlo-simulation mcmc uncertainty-quantification
  Julia 5 12 2 2 Updated Feb 27, 2020

• DocumentFunction.jl

  Document Julia Functions (methods, arguments, keywords)

  documentation document-conversion julia julia-language documentation-tool documentation-generator julialang
  Julia 5 2 0 1 Updated Feb 27, 2020

• ReusableFunctions.jl

  Automated storage and retrieval of results for functions calls

  retrieval julia efficiency high-performance-computing checkpoint-restart decision-support retrieve-data
  Julia 3 0 0 1 Updated Feb 27, 2020

• BIGUQ.jl

  Bayesian Information Gap Decision Theory

  data-science data-driven julia information-theory decision-making high-performance-computing bayesian
  Julia 4 12 0 1 Updated Feb 27, 2020

• Wells.jl

  Simulation of groundwater flow near pumping wells
  Julia 1 1 0 1 Updated Feb 8, 2020

• RegAE.jl

  Regularization with a variational autoencoder for inverse analysis
  Julia 1 1 0 1 Updated Feb 8, 2020

• MultizoneTransport.jl

  Module simulating groundwater flow and contaminant transport in multiple groundwater zones (saturated and unsaturated)

  flow modeling transport groundwater contamination
  Julia 1 0 0 1 Updated Feb 8, 2020

• GeostatInversion.jl

  Geostatistical Inversion

  julia inversion randomization matrix-factorization calibration high-performance-computing stochastic-process
  Julia 5 2 1 1 Updated Feb 8, 2020

• FDDerivatives.jl

  Finite Difference Derivatives
  Julia 1 1 0 1 Updated Feb 8, 2020

• DistributionSums.jl

  Calculating Distribution Sums
  Julia 1 0 0 1 Updated Feb 8, 2020

• BrownianSources.jl

  Brownian Sources for groundwater contaminant transport
  Julia 1 0 0 1 Updated Feb 8, 2020

• Anasol.jl

  Analytical solutions for groundwater contaminant transport

  flow julia modeling migration prediction transport analyses
  Julia 3 5 0 1 Updated Feb 8, 2020

• madsjulia.github.io

  MADS (Model Analysis & Decision Support) documentation

  documentation machine-learning validation julia example decision-making parallel-computing
  HTML 0 2 0 0 Updated Oct 3, 2019