Pre-trained Gaussian processes for Bayesian optimization
☆105Oct 5, 2026Updated this week
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:
- ☆32Sep 17, 2024Updated 2 years ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆18Feb 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
- ☆14Nov 2, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [ICLR 2021] Few Shot Bayesian Optimization☆22Oct 17, 2022Updated 3 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆82Feb 22, 2022Updated 4 years ago
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆45Mar 6, 2023Updated 3 years ago
- ☆13Aug 9, 2022Updated 4 years ago
- ☆11Oct 25, 2021Updated 4 years ago
- [NeurIPS DBT 2021] HPO-B☆42Nov 8, 2025Updated 11 months ago
- SAASBO: a package for high-dimensional bayesian optimization☆53Sep 16, 2021Updated 5 years ago
- Surrogate benchmarks for HPO problems☆35May 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
- 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.
- A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.☆15May 18, 2022Updated 4 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆20Jul 17, 2025Updated last year
- A Bayesian optimization toolbox built on TensorFlow☆254Oct 2, 2026Updated last week
- Safe MPC using Learned Viability☆15Aug 31, 2026Updated last month
- Official implementation for the paper "Sample-Then-Optimize Batch Neural Thompson Sampling", published at NeurIPS 2022.☆12Oct 13, 2022Updated 3 years 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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
- ☆40Feb 28, 2025Updated last year
- ☆21Dec 5, 2021Updated 4 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Sep 23, 2017Updated 9 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
- Learn one, get them all for free☆12Jan 28, 2024Updated 2 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.
- Golem: an algorithm for robust experiment and process optimization☆18Mar 8, 2021Updated 5 years ago
- 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
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆51Sep 18, 2025Updated last year
- ☆239Jul 25, 2024Updated 2 years ago
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆37Apr 26, 2024Updated 2 years ago