3 results found Sort:

SURGroup
UQpy SURGroup
82
315
mit
17
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
stochastic monte-carlo probability probabilistic latin-hypercube stochastic-process uncertainty-sampling monte-carlo-simulation uncertainty-propagation latin-hypercube-sampling uncertainty-quantification
Created 2017-12-01
3,048 commits to master branch, last one 22 days ago
relf
egobox relf
6
100
apache-2.0
2
Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods
surrogate-models gaussian-processes mixture-of-experts global-optimization latin-hypercube-sampling
Created 2020-08-27
559 commits to master branch, last one a day ago
tstran155
Optimization-of-building-energy-consumption tstran155
6
27
unknown
1
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 packag...
hvac ipopt pymoo pyomo nsga-ii deterministic gurobi-solver sobol-indices building-energy cross-validation xgboost-regression bayesian-optimization nonlinear-optimization multivariate-regression probabilistic-inference stochastic-optimization latin-hypercube-sampling machine-learning-algorithms multi-objective-optimization genetic-optimization-algorithm
Created 2023-02-18
66 commits to main branch, last one 2 years ago