CoRiis / active-learning-fbgpLinks
Bayesian Active Learning with Fully Bayesian Gaussian Processes
☆14Updated 3 years ago
Alternatives and similar repositories for active-learning-fbgp
Users that are interested in active-learning-fbgp are comparing it to the libraries listed below
Sorting:
- Bayesian Neural Network Surrogates for Bayesian Optimization☆65Updated last year
- SAASBO: a package for high-dimensional bayesian optimization☆51Updated 4 years ago
- Multi-fidelity Bayesian Optimization via Deep Neural Nets☆34Updated 5 years ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 4 years ago
- Cost-aware Bayesian optimization via the Pandora's box Gittins index☆13Updated 5 months ago
- Official implementation for the paper "Sample-Then-Optimize Batch Neural Thompson Sampling", published at NeurIPS 2022.☆10Updated 3 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆52Updated 6 years ago
- ☆14Updated last year
- Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation☆10Updated 4 years ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆16Updated 10 months ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆76Updated 3 years ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆37Updated 3 months ago
- Python Library for Generalized Gaussian Process Modeling☆27Updated 9 months ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆16Updated 5 months ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13Updated 6 years ago
- ☆11Updated last year
- A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.☆14Updated 3 years ago
- Bayesian neural networks via MCMC: tutorial☆60Updated last year
- Bayesian active learning with EPIG data acquisition☆35Updated 4 months ago
- ☆10Updated 4 years ago
- Bayesian neural network package☆154Updated 4 years ago
- Regression datasets from the UCI repository with standardized test-train splits.☆52Updated 3 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆20Updated 2 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆80Updated 3 years ago
- ☆23Updated 3 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆67Updated 3 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆20Updated 6 months ago
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆57Updated 3 years ago
- Multi-fidelity Gaussian Process Bandit Optimisation☆39Updated 9 years ago
- ☆221Updated last year