multi-fidelity

There are 17 repositories under multi-fidelity topic.

  • SMTorg/smt

    Surrogate Modeling Toolbox

    Language:Jupyter Notebook68829151207

  • 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:Python60516169128

  • deephyper/deephyper

    DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

    Language:Python2761815160

  • 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:Python1074316

  • sjvrijn/mf2

    Collection of Multi-Fidelity benchmark functions

    Language:Python253227

  • machinelearningnuremberg/DyHPO

    [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations

    Language:Python10101

  • trsav/reactor_benchmark

    A set of reactor design benchmark problems to evaluate high-dimensional, expensive, and potentially multi-fidelity optimisation algorithms.

    Language:C++8100
  • ReviewOfMultiFidelityModels_ToyProblems

    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 Notebook7100

  • ShuaiGuo16/Multi-Fidelity-ML

    Project source code and data for multi-fidelity machine learning strategy for flame model identification

    Language:MATLAB7201

  • longitude-jyang/hydro-suite

    A suite of codes for dynamic analysis of offshore slender structures

    Language:MATLAB2101

  • noblec04/MatlabGP

    Flexible Gaussian Process model with user friendly kernel and mean function construction inspired by STHENO.

    Language:MATLAB20

  • jibanCat/nargp_tensorflow

    Just a notebook reproducing the Non-linear Autoregressive Gaussian Process (Perdikaris et al, 2017) using Tensorflow Probability

    Language:Jupyter Notebook1201

  • Jimmy-INL/emukit

    A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

    Language:Python110

  • 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:Python00

  • makuche/physics-days-2022

    This repository contains research on multi-fidelity Bayesian optimization, that I have presented on the Physics Days 2022

    Language:Python0100

  • riccardopoiani/mf-bai

    Code for the paper "Multi-Fidelity Best-Arm Identification" (NeurIPS 2022)

    Language:Python0200
  • SFNet

    warwick-icse/SFNet

    Multi-fidelity modeling of wind farm wakes based on a novel super-fidelity network

    Language:Python0000