GitHub topics: multi-fidelity
SMTorg/smt
Surrogate Modeling Toolbox
Language: Jupyter Notebook - Size: 163 MB - Last synced at: 10 days ago - Pushed at: 13 days ago - Stars: 755 - Forks: 215
noblec04/MatlabGP
Flexible Gaussian Process model with user friendly kernel and mean function construction inspired by STHENO.
Language: MATLAB - Size: 13.2 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 5 - Forks: 0
deephyper/deephyper
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
Language: Python - Size: 44.3 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 288 - Forks: 61
riccardopoiani/adv-mf-bai
Code for the paper "Optimal Multi-Fidelity Best-Arm Identification" (NeurIPS 2024)
Language: Python - Size: 11.7 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
longitude-jyang/hydro-suite
A suite of codes for dynamic analysis of offshore slender structures
Language: MATLAB - Size: 5.03 MB - Last synced at: 28 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1
sjvrijn/mf2
Collection of Multi-Fidelity benchmark functions
Language: Python - Size: 1.08 MB - Last synced at: 8 days ago - Pushed at: 9 months ago - Stars: 27 - Forks: 8
fraromor/DD-ROM-GNN-Friedrichs
Vanishing Viscosity solution predicting Graph Neural Networks and Domain Decomposable Reduced Order Models based on the Discontinuous Galerking method applied to Friedrichs' systems
Language: Python - Size: 107 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
ArlindKadra/DyHPO
[NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations
Language: Python - Size: 13.6 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
ArlindKadra/DPL
[NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.
Language: Python - Size: 13.7 MB - Last synced at: 29 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
auto-flow/ultraopt
Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。
Language: Python - Size: 10.3 MB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 107 - Forks: 15
machinelearningnuremberg/DyHPO
[NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations
Language: Python - Size: 13.7 MB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 2
EmuKit/emukit
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
Language: Python - Size: 15.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 565 - Forks: 127
riccardopoiani/mf-bai
Code for the paper "Multi-Fidelity Best-Arm Identification" (NeurIPS 2022)
Language: Python - Size: 133 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
trsav/reactor_benchmark
A set of reactor design benchmark problems to evaluate high-dimensional, expensive, and potentially multi-fidelity optimisation algorithms.
Language: C++ - Size: 8.03 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0
mgisellef/ReviewOfMultiFidelityModels_ToyProblems
This repository comprises Jupyter Notebooks that serve as supplementary material to the journal article titled "Review of Multifidelity Models." The notebooks contain Python-based implementations that demonstrate toy problems in the multifidelity domain.
Language: Jupyter Notebook - Size: 3.96 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
jibanCat/nargp_tensorflow
Just a notebook reproducing the Non-linear Autoregressive Gaussian Process (Perdikaris et al, 2017) using Tensorflow Probability
Language: Jupyter Notebook - Size: 1.34 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
warwick-icse/SFNet
Multi-fidelity modeling of wind farm wakes based on a novel super-fidelity network
Language: Python - Size: 55.2 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
ShuaiGuo16/Multi-Fidelity-ML
Project source code and data for multi-fidelity machine learning strategy for flame model identification
Language: MATLAB - Size: 12.2 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1
makuche/physics-days-2022
This repository contains research on multi-fidelity Bayesian optimization, that I have presented on the Physics Days 2022
Language: Python - Size: 12.7 MB - Last synced at: 9 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
Jimmy-INL/emukit Fork of EmuKit/emukit
A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
Size: 14 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
