SURGroup/UQpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

Language: Python - Size: 105 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 258 - Forks: 74

bertcarnell/lhs

Provides a number of methods for creating and augmenting Latin Hypercube Samples and Orthogonal Array Latin Hypercube Samples

Language: C++ - Size: 25.5 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 36 - Forks: 7

relf/egobox

Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods

Language: Rust - Size: 10.9 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 47 - Forks: 1

Spogis/DWSIMChemDesign

ChemDesign: DWSIM Experiment Toolkit

Language: HTML - Size: 1.95 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 4 - Forks: 1

brsynth/icfree-ml

Design of experiments (DoE) and machine learning packages for the iCFree project

Language: Jupyter Notebook - Size: 2.79 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 2

tstran155/Optimization-of-building-energy-consumption

This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo package, (3) Genetic algorithm with local search, and (4) Pymoo package to find optimum design parameters and minimum energy consumption.

Language: Jupyter Notebook - Size: 5.31 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 14 - Forks: 2

mikediessner/simplelhs

Simple implementation of Latin Hypercube Sampling.

Language: Python - Size: 24.4 KB - Last synced: 25 days ago - Pushed: about 1 year ago - Stars: 6 - Forks: 2

sahilm89/lhsmdu

This is an implementation of Deutsch and Deutsch, "Latin hypercube sampling with multidimensional uniformity", Journal of Statistical Planning and Inference 142 (2012) , 763-772

Language: HTML - Size: 354 KB - Last synced: 16 days ago - Pushed: almost 4 years ago - Stars: 79 - Forks: 16

siavashtab/SampSimu

Sampling and resampling techniques for random sample generation, estimation, and simulation

Language: Python - Size: 86.9 KB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 1

bertcarnell/lhslib

Latin hypercube sampling code for the lhs pacakge in the statistical software package R (www.r-project.org)

Language: C++ - Size: 915 KB - Last synced: 8 months ago - Pushed: about 2 years ago - Stars: 8 - Forks: 1

oselin/algorithm_development

Implementation, analysis and benchmarking of optimization algorithms. Developed in Python and results showed in Jupyter Notebook

Language: Jupyter Notebook - Size: 21.6 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

jakobbossek/dandy

Wrapper for sampling methods in R and approximate star discrepancy calculation

Language: C - Size: 75.2 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 2 - Forks: 1

Azizimj/Hyperparameter-robust-simulation-optimization

Hyperparameter tuning using a robust simulation optimization framework

Language: Python - Size: 42.3 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

maxEntropyProd/hyperBOB

Optimization using MPI parallel Latin hypercube sampling and BOBYQA

Language: Fortran - Size: 51.8 KB - Last synced: 2 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

americast/Latin-Hypercube-Sampling

Language: Julia - Size: 1000 Bytes - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0