Pre-trained Gaussian processes for Bayesian optimization
☆105Jul 8, 2026Updated last month
Alternatives and similar repositories for hyperbo
Users that are interested in hyperbo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆31Sep 17, 2024Updated last year
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆16Feb 24, 2025Updated last year
- Code for A General Recipe for Likelihood-free Bayesian Optimization, ICML 2022☆46Jun 30, 2022Updated 4 years ago
- Bayesian Optimization with Density-Ratio Estimation☆23Dec 26, 2022Updated 3 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆82Feb 22, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆45Mar 6, 2023Updated 3 years ago
- Code accompanying https://arxiv.org/abs/1802.02219☆20Oct 5, 2022Updated 3 years ago
- ☆13Aug 9, 2022Updated 4 years ago
- ☆11Oct 25, 2021Updated 4 years ago
- [NeurIPS DBT 2021] HPO-B☆42Nov 8, 2025Updated 9 months ago
- SAASBO: a package for high-dimensional bayesian optimization☆53Sep 16, 2021Updated 4 years ago
- Surrogate benchmarks for HPO problems☆34May 26, 2025Updated last year
- 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
- A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.☆14May 18, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆20Jul 17, 2025Updated last year
- A Bayesian optimization toolbox built on TensorFlow☆251Jun 17, 2026Updated 2 months ago
- Python implementation for Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces.☆13Nov 30, 2021Updated 4 years ago
- ☆13Dec 15, 2023Updated 2 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆42Apr 24, 2020Updated 6 years ago
- A repository with implementations of major papers on Gaussian Process regression models, implemented from scratch in Python, notably incl…☆14Nov 19, 2022Updated 3 years ago
- Public code for running Stochastic Gradient Descent on GPs.☆39Apr 23, 2025Updated last year
- Code for the paper "Function-Space Learning Rates"☆23Jun 3, 2025Updated last year
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆11Jun 10, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆40Feb 28, 2025Updated last year
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Sep 23, 2017Updated 8 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆79Oct 18, 2022Updated 3 years ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13May 8, 2019Updated 7 years ago
- Golem: an algorithm for robust experiment and process optimization☆18Mar 8, 2021Updated 5 years ago
- This repository contains the code and slides associated with the Sargent Centre PSE Summer School on Bayesian Optimization held in Septem…☆16Sep 2, 2024Updated last year
- Implementations of various random kitchen sinks algorithms.☆14Feb 25, 2020Updated 6 years ago
- [KDD 2023] Deep Pipeline Embeddings for AutoML☆17Jul 1, 2025Updated last year
- Code repository for Ensemble Bayesian Optimization☆61Jul 18, 2019Updated 7 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- (ICML2023) Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes☆17Jul 26, 2023Updated 3 years ago
- ☆238Jul 25, 2024Updated 2 years ago
- [NeurIPS 24] Official Implementation (Pytorch) of "Inversion-based Latent Bayesian Optimization"☆10Nov 15, 2024Updated last year
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆36Apr 26, 2024Updated 2 years ago
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Mar 7, 2023Updated 3 years ago
- Code for Fast Information-theoretic Bayesian Optimisation☆16Jun 7, 2018Updated 8 years ago
- ☆15Dec 28, 2022Updated 3 years ago