Deep Bayesian Optimization for Problems with High-Dimensional Structure
☆17Sep 26, 2022Updated 4 years ago
Alternatives and similar repositories for DeepBO
Users that are interested in DeepBO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Automated Discovery and Optimization of 3D Topological Photonic Crystals☆12Mar 16, 2023Updated 3 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆22Jan 5, 2024Updated 2 years ago
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆16Dec 7, 2020Updated 5 years ago
- All You Need is a Good Functional Prior for Bayesian Deep Learning (JMLR 2022)☆19Apr 22, 2022Updated 4 years ago
- A framework for Bayesian optimization of composite functions.☆15Dec 8, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Multi-fidelity Bayesian Optimization via Deep Neural Nets☆35Dec 27, 2020Updated 5 years ago
- Toolbox to study quantum many-body problem at the treelevel☆15Dec 31, 2025Updated 9 months ago
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆14Aug 1, 2021Updated 5 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆72Oct 3, 2022Updated 4 years ago
- Brillouin zones and paths for dispersion calculations in Julia.☆57Aug 3, 2026Updated 2 months ago
- Tools for crystallographic symmetry analysis☆66Oct 2, 2026Updated last week
- ☆18Jul 6, 2023Updated 3 years ago
- Tutorial using PLANTS (Protein-Ligand ANTSystem)☆15Jul 27, 2024Updated 2 years ago
- ☆11Oct 6, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆11Nov 5, 2022Updated 3 years ago
- A Bayesian uncertainty quantification toolbox for discrete and continuum models of granular materials. Note that this repository contains…☆12Sep 20, 2023Updated 3 years ago
- Tensorflow implementation of equation learner☆34Jan 10, 2021Updated 5 years ago
- Reference-free analysis of genetic architecture☆23Sep 21, 2024Updated 2 years ago
- ☆12Jan 16, 2024Updated 2 years ago
- Me playing around with voxel ray tracing using rust and Vulkan☆15Feb 14, 2022Updated 4 years ago
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆11Oct 21, 2022Updated 3 years ago
- Bayesian neural nets trained with Hamiltonian Monte Carlo☆11Sep 28, 2018Updated 8 years ago
- Spectra.jl aims at helping treatment of spectral (Raman, Infrared, XAS, NMR) data under the Julia language☆41Apr 7, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"☆78Mar 24, 2023Updated 3 years ago
- ☆13Feb 1, 2025Updated last year
- ☆19Sep 18, 2026Updated 3 weeks ago
- A Metropolis-Hastings MCMC sampler accelerated via diffusion models☆18Jul 25, 2024Updated 2 years ago
- Compute Effort To Compress (ETC) using the NSRPS algorithm in Python☆18Apr 1, 2021Updated 5 years ago
- Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization☆28Dec 1, 2025Updated 10 months ago
- A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.☆15May 18, 2022Updated 4 years ago
- Repository for the paper "Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature"☆14Apr 3, 2024Updated 2 years ago
- This repository comprises Jupyter Notebooks that serve as supplementary material to the journal article titled "Review of Multifidelity M…☆12Sep 23, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Datasets associated with pyprobml☆20Jun 6, 2023Updated 3 years ago
- This is the code of QQLMPA, which is proposed in <A quasi-opposition learning and Q-learning based marine predators algorithm for global …☆11Jun 8, 2022Updated 4 years ago
- Bayesian neural network with Parallel Tempering MCMC for Stock Market Prediction☆41Oct 4, 2021Updated 5 years ago
- Official PyTorch implementation of Diffusive Gibbs Sampler (DiGS), proposed in the paper Diffusive Gibbs Sampling (published at ICML 2024…☆11Aug 15, 2024Updated 2 years ago
- ☆16Apr 8, 2025Updated last year
- Kernel Density Estimation: accelerated, multi-dimensional, and adaptive bandwidth☆14Updated this week
- This repo contains the code of Transitional Markov chain Monte Carlo algorithm☆24Oct 26, 2022Updated 3 years ago