facebookresearch / aleboLinks
Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization
☆42Updated 4 years ago
Alternatives and similar repositories for alebo
Users that are interested in alebo are comparing it to the libraries listed below
Sorting:
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆42Updated 6 years ago
- Code repository for Ensemble Bayesian Optimization☆54Updated 6 years ago
- ☆50Updated last year
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 6 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆60Updated 2 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆40Updated 5 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆74Updated 2 years ago
- Code repo for "Function-Space Distributions over Kernels"☆32Updated 4 years ago
- ☆206Updated last year
- ☆23Updated 2 years ago
- Bayesian Optimization with Density-Ratio Estimation☆24Updated 2 years ago
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆55Updated 3 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆19Updated last year
- Bayesian algorithm execution (BAX)☆50Updated 4 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆59Updated last year
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Updated 4 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- Pre-trained Gaussian processes for Bayesian optimization☆97Updated 5 months ago
- Bayesian neural network package☆151Updated 4 years ago
- Accompanying code for AAAI 2021 publication - High-Dimensional Bayesian Optimization via Tree-Structured Additive Models☆11Updated last year
- SAASBO: a package for high-dimensional bayesian optimization☆45Updated 4 years ago
- Code for efficiently sampling functions from GP(flow) posteriors☆73Updated 4 years ago
- ☆19Updated 3 years ago
- Library for Bayesian Quadrature☆32Updated 6 years ago
- Dynamic causal Bayesian optimisation☆40Updated 2 years ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆14Updated 6 months ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆33Updated last year
- ☆15Updated 3 years ago
- Implementation of GPLVM and Bayesian GPLVM in pytorch/gpytorch☆15Updated 4 years ago