xingchenwan / Casmopolitan
[ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces
☆30Updated last year
Alternatives and similar repositories for Casmopolitan:
Users that are interested in Casmopolitan are comparing it to the libraries listed below
- ☆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…☆15Updated last year
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆54Updated 2 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆69Updated 2 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆48Updated 8 months ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆47Updated 5 years ago
- [NeurIPS DBT 2021] HPO-B☆28Updated 6 months ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆35Updated 4 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆40Updated 3 years ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 3 years ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆102Updated last year
- Code repository for Ensemble Bayesian Optimization☆52Updated 5 years ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆24Updated 10 months ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆17Updated last month
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆34Updated last year
- ☆188Updated 6 months ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆40Updated 5 years ago
- ☆11Updated 2 years ago
- ☆13Updated 5 years ago
- ☆8Updated 3 years ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method☆27Updated 3 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- ☆26Updated last month
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆13Updated 3 years ago
- ☆47Updated 6 months ago
- Offline Contextual Bayesian Optimization☆14Updated last year
- Code accompanying https://arxiv.org/abs/1802.02219☆17Updated 2 years ago
- ☆17Updated 2 years ago