MethodsOfMachineLearning / entropy-searchLinks
Entropy Search for Information-Efficient Global Optimization - JMLR v13
☆30Updated 8 years ago
Alternatives and similar repositories for entropy-search
Users that are interested in entropy-search are comparing it to the libraries listed below
Sorting:
- Max-value Entropy Search for Efficient Bayesian Optimization☆78Updated 3 years ago
- Reference implementation of Optimistic Expected Improvement.☆50Updated 5 years ago
- Variational Inference by Policy Search☆13Updated 6 years ago
- Bayesian optimization☆38Updated 5 years ago
- A CVXPY extension for convex-concave programming☆133Updated 2 weeks ago
- ☆50Updated last year
- Nonparametric Differential Equation Modeling☆55Updated last year
- Bayesian optimization in high-dimensions via random embedding.☆115Updated 12 years ago
- Additive Gaussian Process Bandits - version 1.0☆27Updated 8 years ago
- Code for efficiently sampling functions from GP(flow) posteriors☆73Updated 4 years ago
- Scalable Log Determinants for Gaussian Process Kernel Learning (https://arxiv.org/abs/1711.03481) (NIPS 2017)☆18Updated 7 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆43Updated 4 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 8 years ago
- A CVXPY extension for handling nonconvex QCQP via Suggest-and-Improve framework☆117Updated 5 years ago
- Deep Gaussian Processes in matlab☆92Updated 4 years ago
- A framework for Bayesian optimization of composite functions.☆15Updated 2 years ago
- Learning unknown ODE models with Gaussian processes☆26Updated 7 years ago
- Stochastic Optimization for Optimal Transport☆22Updated 8 years ago
- The differentiable OSQP solver layer for PyTorch☆64Updated 2 years ago
- Differentiation through cone programs☆107Updated 2 months ago
- ☆67Updated 7 years ago
- Multi-fidelity Gaussian Process Bandit Optimisation☆39Updated 8 years ago
- Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.☆21Updated 11 years ago
- Python and MATLAB code for Stein Variational sampling methods☆26Updated 6 years ago
- Streaming sparse Gaussian process approximations☆68Updated 3 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☆187Updated 11 years ago
- Code for NIPS 2015 "Gradient-Free Hamiltonian Monte Carlo via Effecient Kernel Exponential Families"☆26Updated 7 years ago
- Non-stationary spectral mixture kernels implemented in GPflow☆28Updated 6 years ago
- Frank-Wolfe optimization variants with a linear convergence rate☆22Updated 9 years ago
- Optimal Transport for Dummies - Code, slides and article☆33Updated 8 years ago