zi-w / Ensemble-Bayesian-Optimization
Code repository for Ensemble Bayesian Optimization
☆52Updated 5 years ago
Alternatives and similar repositories for Ensemble-Bayesian-Optimization:
Users that are interested in Ensemble-Bayesian-Optimization are comparing it to the libraries listed below
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆41Updated 5 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- ☆18Updated 3 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- ☆51Updated 9 months ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 5 years ago
- Code repo for "Function-Space Distributions over Kernels"☆31Updated 4 years ago
- Bayesian neural network package☆147Updated 3 years ago
- Additive Gaussian Process Bandits - version 1.0☆27Updated 8 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆35Updated 5 years ago
- ☆192Updated 9 months ago
- ☆24Updated 2 years ago
- ☆16Updated 6 years ago
- Library for Deep Gaussian Processes based on GPflow☆19Updated 5 years ago
- Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds☆25Updated last year
- Benchmark functions for Bayesian optimization☆33Updated last year
- Accompanying code for AAAI 2021 publication - High-Dimensional Bayesian Optimization via Tree-Structured Additive Models☆11Updated 10 months ago
- Bayesian Optimization with Density-Ratio Estimation☆23Updated 2 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆16Updated last year
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆73Updated 2 years ago
- Learning error bars for neural network predictions☆70Updated 5 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆73Updated 3 years ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆14Updated 3 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆50Updated 11 months ago
- Deep Gaussian Processes with Doubly Stochastic Variational Inference☆150Updated 6 years ago
- Code for A General Recipe for Likelihood-free Bayesian Optimization, ICML 2022☆44Updated 2 years ago
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Updated 4 years ago
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Updated 2 years ago
- gpbo☆25Updated 4 years ago