Batched High-dimensional Bayesian Optimization via Structural Kernel Learning
☆15Dec 30, 2018Updated 7 years ago
Alternatives and similar repositories for Structural-Kernel-Learning-for-HDBBO
Users that are interested in Structural-Kernel-Learning-for-HDBBO are comparing it to the libraries listed below
Sorting:
- Max-value Entropy Search for Efficient Bayesian Optimization☆80Feb 22, 2022Updated 4 years ago
- Bayesian optimization with the Gaussian process assumption☆30Apr 25, 2016Updated 9 years ago
- ☆19Apr 15, 2022Updated 3 years ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Apr 6, 2025Updated 10 months ago
- A simple Matlab-based plotter for models developed in OpenSees☆14Nov 19, 2019Updated 6 years ago
- A general FEM toolbox to analyze planar (2D) and 3D structures, including trusses, beams, frames, plane stress/strain, and 3D solid struc…☆13Dec 12, 2022Updated 3 years ago
- Code repository for Ensemble Bayesian Optimization☆57Jul 18, 2019Updated 6 years ago
- This is a compact code for reliability analysis under uncertainty using a Polynomial Regression Machine Learning approach. The code imple…☆15Sep 12, 2019Updated 6 years ago
- Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization☆15Sep 30, 2022Updated 3 years ago
- Scalable Log Determinants for Gaussian Process Kernel Learning (https://arxiv.org/abs/1711.03481) (NIPS 2017)☆18Nov 10, 2017Updated 8 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆43Jun 8, 2019Updated 6 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆19Jun 25, 2023Updated 2 years ago
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Nov 6, 2020Updated 5 years ago
- PI, EI and GP-UCB acquisition function for Bayesian optimization☆22Nov 23, 2016Updated 9 years ago
- Tutorials on statistical model fitting (optimization, Bayesian inference) for Day 2 of BAMB! 2022.☆24Sep 2, 2022Updated 3 years ago
- scripts that produce multiple PM4Sand2D drivers for different loading paths, batch files for running them in FLAC2D, and post-processing …☆12Jun 13, 2025Updated 8 months ago
- An open-source library crafting efficient algorithms for Mixed Integer Linear Programming (MILP) challenges.☆12May 4, 2024Updated last year
- 地震作用下剪切型结构线性/非线性时程分析☆26Jun 2, 2019Updated 6 years ago
- Official implementation of the paper “Limeade: Let integer molecular encoding aid”☆31Apr 16, 2025Updated 10 months ago
- ☆28Nov 10, 2025Updated 3 months ago
- ☆10Mar 13, 2024Updated last year
- Generic and efficient MATLAB solver for nonsmooth optimization problems☆27Jan 27, 2025Updated last year
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆40Sep 18, 2025Updated 5 months ago
- PDLSM-FEM solver is a parallel implementation of (adaptively) coupled peridynamics least squares minimization and finite element method (…☆37Feb 23, 2025Updated last year
- GeneDisco is a benchmark suite for evaluating active learning algorithms for experimental design in drug discovery.☆40Jun 30, 2023Updated 2 years ago
- Open-source MATLAB-based computational platform for modeling and analyzing steel frame buildings in OpenSEES.☆44Feb 16, 2026Updated last week
- An experimental solver for (disjunctive) mixed-integer programming☆11Aug 27, 2021Updated 4 years ago
- ☆13Jul 1, 2021Updated 4 years ago
- Jupyter Notebooks Tutorials on Gaussian Processes☆13Feb 5, 2026Updated 3 weeks ago
- The code is for two phase demonstration as example 1 shown in the paper - Gao, Yi, and Yongming Liu. "Reliability-based topology optimiza…☆11Dec 27, 2021Updated 4 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Apr 15, 2022Updated 3 years ago
- DEFT-FUNNEL: An open-source global optimization solver for constrained grey-box and black-box problems in Matlab.☆11Jun 29, 2021Updated 4 years ago
- Introduction to Machine Learning using scikit-learn and PyTorch☆10Sep 26, 2019Updated 6 years ago
- DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences, Neuron Visualisations, and Visual Counterfactu…☆10Oct 9, 2024Updated last year
- A Genetic Algorithms framework for Hadoop MapReduce.☆10May 30, 2018Updated 7 years ago
- BBO optimiser☆11Feb 11, 2020Updated 6 years ago
- This project uses Bayesian Optimization to find the optimal hyperparameters for a fully-connected feed-forward neural network used to est…☆11Oct 24, 2020Updated 5 years ago
- A SVR implementation using MATLAB quadprog☆11Aug 29, 2017Updated 8 years ago
- Sample Average Approximation (SAA) in Newsvendor☆11Aug 15, 2020Updated 5 years ago