ziyuw / remboLinks
Bayesian optimization in high-dimensions via random embedding.
☆115Updated 12 years ago
Alternatives and similar repositories for rembo
Users that are interested in rembo are comparing it to the libraries listed below
Sorting:
- Additive Gaussian Process Bandits - version 1.0☆27Updated 8 years ago
- A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.☆270Updated 5 years ago
- Deep Gaussian Processes in matlab☆92Updated 4 years ago
- Bayesian Optimization of Combinatorial Structures☆99Updated 6 years ago
- ☆67Updated 7 years ago
- Deep Gaussian Processes with Doubly Stochastic Variational Inference☆151Updated 6 years ago
- Benchmark suite of test functions suitable for evaluating black-box optimization strategies☆52Updated 5 months ago
- Reference implementation of Optimistic Expected Improvement.☆50Updated 5 years ago
- I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth☆188Updated 11 years ago
- Kernel structure discovery research code - likely to be unstable☆193Updated 10 years ago
- Parameterization Framework for parameterized model creation and handling.☆49Updated 4 months ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆43Updated 6 years ago
- Bayesian Optimization using GPflow☆272Updated 4 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆78Updated 3 years ago
- Experiment code for Stochastic Gradient Hamiltonian Monte Carlo☆110Updated 7 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆34Updated 10 years ago
- ☆66Updated 5 years ago
- gpbo☆25Updated 4 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 8 years ago
- We use a modified neural network instead of Gaussian process for Bayesian optimization.☆108Updated 8 years ago
- ☆50Updated last year
- Deep Gaussian Processes in Python☆236Updated 4 years ago
- Randomized Dimension Reduction Library☆117Updated 4 years ago
- Variational Fourier Features☆85Updated 4 years ago
- Entropy Search for Information-Efficient Global Optimization - JMLR v13☆30Updated 8 years ago
- ☆241Updated 8 years ago
- Code for NIPS 2015 "Gradient-Free Hamiltonian Monte Carlo via Effecient Kernel Exponential Families"☆26Updated 7 years ago
- ☆40Updated 6 years ago
- Code for density estimation with nonparametric cluster shapes.☆39Updated 9 years ago
- Python package for modular Bayesian optimization☆137Updated 4 years ago