uber-research / TuRBO
☆190Updated 8 months ago
Alternatives and similar repositories for TuRBO:
Users that are interested in TuRBO are comparing it to the libraries listed below
- A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.☆268Updated 5 years 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 repository for Ensemble Bayesian Optimization☆52Updated 5 years ago
- Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks☆144Updated 3 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆40Updated 5 years ago
- A Bayesian optimization toolbox built on TensorFlow☆227Updated this week
- Collection of hyperparameter optimization benchmark problems☆145Updated last week
- Bayesian neural network package☆145Updated 3 years ago
- The tree-structured Parzen estimator (TPE) implementation and the simple running code for it☆64Updated 4 months ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆105Updated 2 years ago
- Bayesian Optimization algorithms with various recent improvements☆99Updated last year
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆54Updated 2 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method☆27Updated 3 years ago
- ☆17Updated 2 years ago
- Bayesian Optimization using GPflow☆271Updated 4 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆72Updated 2 years ago
- ☆13Updated 5 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆18Updated 3 months ago
- ☆27Updated last month
- ☆23Updated 2 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆48Updated 10 months ago
- SAASBO: a package for high-dimensional bayesian optimization☆41Updated 3 years ago
- Pre-trained Gaussian processes for Bayesian optimization☆90Updated 4 months ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆71Updated 3 years ago
- Risk-averse Heteroscedastic Bayesian Optimization, NeurIPS 2021☆14Updated 3 years ago
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆54Updated 2 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- Bayesian Optimization of Combinatorial Structures☆97Updated 5 years ago