pabloprf/MITIM-fusion

MITIM (MIT Integrated Modeling) Suite for Fusion Applications

Language: Python - Size: 99 MB - Last synced: about 17 hours ago - Pushed: 1 day ago - Stars: 8 - Forks: 0

dme65/pySOT

Surrogate Optimization Toolbox for Python

Language: Jupyter Notebook - Size: 8.28 MB - Last synced: 1 day ago - Pushed: over 2 years ago - Stars: 202 - Forks: 52

bbopt/nomad

NOMAD - A blackbox optimization software

Language: C++ - Size: 293 MB - Last synced: 1 day ago - Pushed: 5 days ago - Stars: 107 - Forks: 24

smasky/UQPyL

A python package for parameter uncertainty quantification and optimization

Language: Python - Size: 50.5 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 1 - Forks: 0

soldasim/BOSS.jl

BOSS (Bayesian Optimization with Semiparametric Surrogate)

Language: Julia - Size: 1.45 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 1 - Forks: 1

mfsungeun/punch-die-optimization-pcb-registration

This repository contains code and data for optimizing punch and die design to minimize punched deviations in PCB registraion.

Language: Jupyter Notebook - Size: 26.9 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 1 - Forks: 0

EmuRaha/Airfoil-Optimization

ANN based Surrogate model optimization of airfoil using XFOIL

Language: Jupyter Notebook - Size: 1.47 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 3 - Forks: 0

parmoo/parmoo

Python library for parallel multiobjective simulation optimization

Language: Python - Size: 7.15 MB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 71 - Forks: 11

SciML/Surrogates.jl

Surrogate modeling and optimization for scientific machine learning (SciML)

Language: Julia - Size: 263 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 312 - Forks: 69

paulorocosta/ai-for-tsp-competition

This is the official repository of the AI for TSP competition at IJCAI 2021

Language: Python - Size: 32.9 MB - Last synced: 30 days ago - Pushed: over 1 year ago - Stars: 20 - Forks: 8

industrial-optimization-group/desdeo-problem

This repository contains the packages that build the problem objects for the desdeo framework.

Language: Python - Size: 2.95 MB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 12

JBris/prefect-surrogate-models

Demonstrating the use of Prefect to orchestrate the creation of machine learning surrogate models as applied to mechanistic crop models.

Language: HTML - Size: 7.11 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 1

ctpeterson/SwissFit

General-purpose library for fitting models to data with correlated Gaussian-distributed noise

Language: Python - Size: 1.77 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

Eric-Bradford/TS-EMO

This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).

Language: MATLAB - Size: 1.83 MB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 81 - Forks: 14

imperial-qore/DeepFT

Self-Supervised Deep Learning based Surrogate Models for Fault-Tolerant Edge Computing

Language: Python - Size: 152 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 12 - Forks: 2

eismont21/knowledge-surrogate-opt

A transformative approach to manufacturing optimization, focusing on the textile forming process. This research synergizes domain-specific knowledge with simulation modeling and introduces Bayesian optimization for efficient parameter space exploration.

Language: Python - Size: 1.11 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

AlgTUDelft/ExpensiveOptimBenchmark

Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions

Language: Python - Size: 2.96 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 16 - Forks: 4

bbopt/sgtelib

Surrogate model library for Derivative-Free Optimization

Language: C++ - Size: 4.96 MB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 8 - Forks: 5

zi-ang-liu/SAEA-CDE

Source files of experiment resutls for the manusctipt that submitted to ESWA.

Language: Python - Size: 296 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

mghasemi/sksurrogate

SKSurrogate is a suite of tools that implements surrogate optimization for expensive functions based on scikit-learn. The main purpose of SKSurrogate is to facilitate hyperparameter optimization for machine learning models and optimized pipeline design (AutoML).

Language: Python - Size: 2.3 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 2

GuillaumeBriffoteaux/pySBO

Python platform for parallel Surrogate-Based Optimization

Language: Python - Size: 9.04 MB - Last synced: 6 months ago - Pushed: 8 months ago - Stars: 11 - Forks: 5

jaimedantas/perceptron-classification

Implementation of the perceptron algorithm on MATLAB for classification

Language: MATLAB - Size: 280 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 3 - Forks: 2

yandexdataschool/inverse-problem-intensive

A short course on simulation-based infernce for physics at YSDA in April 2021

Language: Jupyter Notebook - Size: 8.57 MB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 7 - Forks: 1

aresio/surF

surF - a surrogate modeling method based on Discrete Fourier Transform

Language: Python - Size: 26.4 KB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 4 - Forks: 2

lbliek/MVRSM

MVRSM algorithm for optimising mixed-variable expensive cost functions.

Language: Python - Size: 7.14 MB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 7 - Forks: 3

ShuleiLiu/EAHVFA

A Surrogate-Assisted Evolutionary Algorithm with Hypervolume Triggered Fidelity Adjustment for Noisy Multiobjective Integer Programming

Language: Python - Size: 107 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

vardhah/UUV-design-optimization

A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model

Language: Jupyter Notebook - Size: 126 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

sharma-n/global_optimization

Heuristic global optimization algorithms in Python

Language: Jupyter Notebook - Size: 22.5 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 33 - Forks: 12

Ahmed-Bayoumy/SLML

Statistical learning models library for blackbox optimization

Language: Python - Size: 1.95 MB - Last synced: about 20 hours ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

yonghoonlee/MO-ASMO-I

Multiobjective Adaptive Surrogate Modeling-based Optimization Toolbox I

Language: Matlab - Size: 5.2 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 6 - Forks: 2

scwolof/doepy

Python package for design of experiments

Language: Python - Size: 2.18 MB - Last synced: 12 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 1

Valavanca/compositional-system-for-hyperparameter-tuning

:herb: Introduce surrogate based-optimization beside evolutionary algorithms that can significantly influence on the effort being spent for multi-objective parameter tuning

Language: TeX - Size: 635 MB - Last synced: 18 days ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 2

YevheniiSemendiak/tud_master_text

Online selection hyper-heuristic with generic parameter control in low-level heuristics (meta-heuristic).

Language: TeX - Size: 42.9 MB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

AI-Assistant/knn_metamodell_optimierung

Optimierungsroutine für rechenaufwendige Systeme

Language: MATLAB - Size: 2.52 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Atulsingh92/MSc-Thesis

Size: 16.5 MB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

SibghatUllah13/UllahPPSN2022

This repository contains the code for analysis on the computational aspects of robustness in surrogate-assisted robust optimization.

Language: Jupyter Notebook - Size: 263 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

ernestvmo/CS-Research-Project-Stirling-BSc

Multi-objective optimization problem using the NSGA-2 and surrogate modelling to speed up the process.

Language: Java - Size: 30.1 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

tiagoCuervo/PAMELI

Implementation of the PAMELI algorithm for computationally expensive multi-objective optimization

Language: Python - Size: 680 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

yonghoonlee/MO-ASMO-II

Revised MO-ASMO Algorithm

Language: Matlab - Size: 4.27 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 3 - Forks: 1

bettercallshao/sklearn_surrogatesearchcv

Surrogate adaptive randomized search for hyper-parameters tuning in sklearn.

Language: Python - Size: 20.5 KB - Last synced: 6 days ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0