60 skills found · Page 1 of 2
SciML / Surrogates.jlSurrogate modeling and optimization for scientific machine learning (SciML)
dme65 / PySOTSurrogate Optimization Toolbox for Python
bbopt / NomadNOMAD - A blackbox optimization software
Eric-Bradford / TS EMOThis repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
parmoo / ParmooPython library for parallel multiobjective simulation optimization
sharma-n / Global OptimizationHeuristic global optimization algorithms in Python
snap-stanford / Lamp[ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing
yonghoonlee / SMBO TeachingToolA modular code for teaching Surrogate Modeling-Based Optimization
freeSBDO / SBDOTSurrogate Based Design Optimization Toolbox
sambo-optimization / Sambo🎯 📈 Sequential and Model-Based Optimization in Python, featuring SCE-UA, SMBO, and SHGO algorithms. SOTA perfomance; 0 deps.
paulorocosta / AI For Tsp CompetitionThis is the official repository of the AI for TSP competition at IJCAI 2021
AlgTUDelft / ExpensiveOptimBenchmarkBenchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions
gongw03 / MO ASMOThis is a standalone version of MO-ASMO, a surrogate based multi-objective optimization algorithm.
bajeluk / Surrogate CmaesSurrogate CMA-ES (S-CMA-ES and DTS-CMA-ES) is a surrogate-based optimizing evolution strategy. It is based on the N. Hansen's CMA-ES algorithm which is interconnected with Gaussian processes (or random forests, that are, however, not maintained here anymore).
HandingWang / CALSAPSOCommittee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems
pabloprf / MITIM FusionMITIM (MIT Integrated Modeling) Suite for Fusion Applications
Plant-Food-Research-Open / CalisimA toolbox for the calibration and evaluation of simulation models.
dme65 / SOTC++11 implementation of surrogate based optimization algorithms
jbussemaker / SBArchOptSurrogate-Based Architecture Optimization toolbox
smasky / UQPyLUQPyL is a python package for uncertainty quantification and parameter optimization. 参数不确定性分析及优化工具包。
