Parallelised Thompson Sampling in GPs for Bayesian Optimisation
☆36Sep 23, 2017Updated 8 years ago
Alternatives and similar repositories for gp-parallel-ts
Users that are interested in gp-parallel-ts are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13May 8, 2019Updated 7 years ago
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Mar 7, 2023Updated 3 years ago
- NeurIPS 2019 Paper☆12Dec 9, 2019Updated 6 years ago
- ☆14Aug 20, 2019Updated 6 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆43Sep 7, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆14Apr 12, 2026Updated last month
- Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation☆10May 20, 2021Updated 5 years ago
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Dec 7, 2020Updated 5 years ago
- Bayesian Optimization with Density-Ratio Estimation☆23Dec 26, 2022Updated 3 years ago
- Surrogate benchmarks for HPO problems☆33May 26, 2025Updated last year
- GPareto cran package☆18Feb 8, 2026Updated 4 months ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Nov 3, 2021Updated 4 years ago
- A community repository for benchmarking Bayesian methods☆11May 25, 2023Updated 3 years ago
- Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds☆26Jan 25, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementations of various random kitchen sinks algorithms.☆14Feb 25, 2020Updated 6 years ago
- Bayesian Optimization Meets Bayesian Optimal Stopping☆32Oct 24, 2020Updated 5 years ago
- A set of real-world multi-objective optimization problems☆61May 29, 2021Updated 5 years ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆23Jun 29, 2025Updated 11 months ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆113Feb 28, 2023Updated 3 years ago
- Python implementation of the MACE Bayesian optimization algorithm, with GPy used as the backend GP library☆21Jun 25, 2018Updated 7 years ago
- Code for the paper "Learning Step-Size Adaptation in CMA-ES"☆13Mar 24, 2023Updated 3 years ago
- Zooming Memory Based Initialization (ZoMBI) algorithm for discovery of optima within challenging needle-in-a-haystack (extreme data imbal…☆19Feb 14, 2024Updated 2 years ago
- Datasets for Hyperparameter Optimization of Neural Machine Translation☆10Aug 19, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆16Feb 24, 2025Updated last year
- Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization☆15Sep 30, 2022Updated 3 years ago
- ☆26May 15, 2018Updated 8 years ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆107Jun 19, 2020Updated 5 years ago
- FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks☆14Mar 12, 2023Updated 3 years ago
- A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.☆275Feb 4, 2020Updated 6 years ago
- RoBO: a Robust Bayesian Optimization framework☆490Apr 30, 2019Updated 7 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆81Feb 22, 2022Updated 4 years ago
- Reference implementation of Optimistic Expected Improvement.☆49May 17, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Collection of hyperparameter optimization benchmark problems☆168May 21, 2025Updated last year
- Bayesian optimization in high-dimensions via random embedding.☆116Aug 4, 2013Updated 12 years ago
- implementation of Wasserstein Natural Policy Gradients and Wasserstein Natural Evolution Strategies☆13Mar 9, 2021Updated 5 years ago
- Additive Gaussian Process Bandits - version 1.0☆28Nov 29, 2016Updated 9 years ago
- A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, exper…☆655May 27, 2026Updated last week
- open toolbox for structural comparison☆13Dec 13, 2018Updated 7 years ago
- Perception and labelling of stereogenic centres in chemical structures☆20Apr 13, 2026Updated last month