baptistar / BOCS
Bayesian Optimization of Combinatorial Structures
☆96Updated 5 years ago
Alternatives and similar repositories for BOCS:
Users that are interested in BOCS are comparing it to the libraries listed below
- Code repository for Ensemble Bayesian Optimization☆52Updated 5 years ago
- Bayesian optimization in high-dimensions via random embedding.☆113Updated 11 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆71Updated 2 years ago
- Benchmark suite of test functions suitable for evaluating black-box optimization strategies☆49Updated 7 months ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆35Updated 7 years ago
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆14Updated 6 years ago
- ☆47Updated 5 months ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- Additive Gaussian Process Bandits - version 1.0☆26Updated 8 years ago
- A set of real-world multi-objective optimization problems☆47Updated 3 years ago
- A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.☆266Updated 4 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆47Updated 5 years ago
- ☆188Updated 5 months ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆40Updated 5 years ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆97Updated 4 years ago
- Reference implementation of Optimistic Expected Improvement.☆49Updated 4 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆69Updated 2 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated last year
- Bayesian optimization☆37Updated 5 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆40Updated 3 years ago
- Structurally efficient multi-output linearly coregionalized Gaussian Processes: it's tricky, tricky, tricky, tricky, tricky.☆36Updated 2 years ago
- Equation Learner, a neural network approach to symbolic regression☆72Updated 3 months ago
- Bayesian neural network package☆140Updated 3 years ago
- ☆23Updated 2 years ago
- A framework for Bayesian optimization of composite functions.☆14Updated 2 years ago
- Multi-Information Source Optimization☆22Updated 5 years ago
- Starter kit for the black box optimization challenge at Neurips 2020☆114Updated 4 years ago
- BOAH: Bayesian Optimization & Analysis of Hyperparameters☆67Updated 4 years ago
- Bayesian optimization for Python☆242Updated 2 years ago
- Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method☆27Updated 3 years ago