rees-c / PyREMBOLinks
Python implementation of REMBO built on GPyTorch.
☆18Updated 5 years ago
Alternatives and similar repositories for PyREMBO
Users that are interested in PyREMBO are comparing it to the libraries listed below
Sorting:
- ☆23Updated 2 years ago
- ☆19Updated 3 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆52Updated 5 years ago
- Code repository for Ensemble Bayesian Optimization☆53Updated 6 years ago
- ☆200Updated 11 months ago
- (GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization☆30Updated last year
- ☆51Updated 11 months ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆73Updated 2 years ago
- Bayesian optimization in high-dimensions via random embedding.☆114Updated 11 years ago
- Generative Forests in Python☆35Updated 2 years ago
- ☆83Updated 2 months ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆53Updated last year
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- The tree-structured Parzen estimator (TPE) implementation and the simple running code for it☆65Updated 8 months ago
- Pre-trained Gaussian processes for Bayesian optimization☆93Updated 3 months ago
- Bayesian Optimization with Density-Ratio Estimation☆24Updated 2 years ago
- Bayesian neural network package☆148Updated 4 years ago
- Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method☆27Updated last week
- Simple implementation of the CGP-UCB algorithm.☆36Updated 5 years ago
- Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds☆26Updated last year
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆73Updated 3 years ago
- Reference implementation of Optimistic Expected Improvement.☆49Updated 5 years ago
- ☆76Updated 3 years ago
- [WIP] Python implementation of evolution strategy based on Information Geometry. This library includes CMA-ES, NES, CompactGA and PBIL.☆15Updated 6 years ago
- Code repo for "Function-Space Distributions over Kernels"☆32Updated 4 years ago
- Bayesian Optimization of Combinatorial Structures☆97Updated 5 years ago
- CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.☆77Updated last year
- Bayesian optimization☆38Updated 5 years ago