Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization
☆42Apr 24, 2020Updated 5 years ago
Alternatives and similar repositories for MetaBO
Users that are interested in MetaBO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Apr 24, 2020Updated 5 years ago
- ☆11Oct 25, 2021Updated 4 years ago
- [ICLR 2021] Few Shot Bayesian Optimization☆22Oct 17, 2022Updated 3 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆42Sep 7, 2021Updated 4 years ago
- Reproducible code for paper "qEUBO A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization" from AISTATS 2023☆22Mar 24, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆21Jan 5, 2024Updated 2 years ago
- Official PyTorch Implementation for Advancing Bayesian Optimization via Learning Correlated Latent Space (CoBO)☆18Apr 22, 2025Updated 11 months ago
- scalable multi-fidelity machine learning☆10Jul 16, 2021Updated 4 years ago
- ☆13Aug 9, 2022Updated 3 years ago
- ☆225Jul 25, 2024Updated last year
- [NeurIPS DBT 2021] HPO-B☆41Nov 8, 2025Updated 5 months ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆76Oct 18, 2022Updated 3 years ago
- [KDD 2023] Deep Pipeline Embeddings for AutoML☆17Jul 1, 2025Updated 9 months ago
- ☆32Jul 10, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for the paper "Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces"☆15Apr 30, 2024Updated last year
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆76May 19, 2024Updated last year
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Dec 7, 2020Updated 5 years ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Mar 22, 2023Updated 3 years ago
- Contains legacy code and model examples for the paper "BayesFlow: Learning complex stochastic models with invertible neural networks"☆24Dec 20, 2020Updated 5 years ago
- Code for the Population-Based Bandits Algorithm, presented at NeurIPS 2020.☆20Apr 13, 2021Updated 4 years ago
- Cost-aware Bayesian optimization via the Pandora's box Gittins index☆14Aug 8, 2025Updated 8 months ago
- Pre-trained Gaussian processes for Bayesian optimization☆103Jan 9, 2026Updated 3 months ago
- Targeted black-box adversarial attack using Bayesian Optimization☆38Jun 14, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"☆106Dec 18, 2024Updated last year
- Bayesian optimization based on Gaussian processes☆12Dec 2, 2022Updated 3 years ago
- ☆14Sep 11, 2022Updated 3 years ago
- ☆11Jan 5, 2022Updated 4 years ago
- funsies is a lightweight workflow engine 🔧☆42Oct 2, 2021Updated 4 years ago
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆17Feb 9, 2024Updated 2 years ago
- FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks☆14Mar 12, 2023Updated 3 years ago
- Companion code for the paper "Learnable Uncertainty under Laplace Approximations" (UAI 2021).☆19Jun 8, 2021Updated 4 years ago
- Code for the NeurIPS 2019 submission: "Improving Black-box Adversarial Attacks with a Transfer-based Prior".☆15May 6, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Bayesian Optimization with Density-Ratio Estimation☆23Dec 26, 2022Updated 3 years ago
- Code repository for Ensemble Bayesian Optimization☆59Jul 18, 2019Updated 6 years ago
- TSRoots: A Python package for efficient Gaussian process Thompson sampling in Bayesian optimization via rootfinding.☆10Mar 11, 2025Updated last year
- A brain for self-driving laboratories☆48May 21, 2025Updated 10 months ago
- Contractive Auto-Encoders in Numpy☆14Aug 31, 2012Updated 13 years ago
- Golem: an algorithm for robust experiment and process optimization☆18Mar 8, 2021Updated 5 years ago
- A bert-fusing architecture for twitter sentiment analysis. accepted in AACL-IJCNLP 2020 Student Research Workshop.☆11Jun 12, 2023Updated 2 years ago