Code for the paper "Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces"
☆17Apr 30, 2024Updated 2 years ago
Alternatives and similar repositories for bounce
Users that are interested in bounce are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆22Jan 5, 2024Updated 2 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆20Jul 17, 2025Updated last year
- Official PyTorch Implementation for Advancing Bayesian Optimization via Learning Correlated Latent Space (CoBO)☆18Apr 22, 2025Updated last year
- ☆12Mar 17, 2024Updated 2 years ago
- Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"☆121Dec 18, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆24Jun 29, 2025Updated last year
- This repository contains the code and slides associated with the Sargent Centre PSE Summer School on Bayesian Optimization held in Septem…☆16Sep 2, 2024Updated 2 years ago
- Genetic Algorithm for integer constrained optimization and its applications☆11Oct 5, 2023Updated 2 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆42Apr 24, 2020Updated 6 years ago
- (GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization☆35Mar 20, 2024Updated 2 years ago
- ☆11Mar 8, 2024Updated 2 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆77May 19, 2024Updated 2 years ago
- Contractive Auto-Encoders in Numpy☆14Aug 31, 2012Updated 14 years ago
- ☆19Jun 13, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression☆16Feb 15, 2026Updated 6 months ago
- A curated list of Bayesian optimization resources☆20Updated this week
- ☆13Jan 25, 2026Updated 7 months ago
- Use Bayesian Global Optimization to solve inverse problems☆13Jul 20, 2015Updated 11 years ago
- ☆12Jan 16, 2024Updated 2 years ago
- [TMLR 2025 & ICLR 2025 DeLTa] Official Implementation of Design Editing for Offline Model-based Optimization 🧬 🤖☆10Apr 17, 2025Updated last year
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆173Oct 10, 2025Updated 10 months ago
- Python Library for Generalized Gaussian Process Modeling☆28Aug 12, 2026Updated 3 weeks ago
- ☆17Mar 21, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository is the official implementation of the source code of the paper "B2Opt: Learning to Optimize Black-box Optimization with L…☆12Aug 16, 2024Updated 2 years ago
- PyTorch implementation of "Weight Uncertainties in Neural Networks" (Bayes-by-Backprop)☆15Sep 10, 2018Updated 7 years ago
- ☆10Jan 2, 2021Updated 5 years ago
- High dimensional black-box optimizer using Latent Action Monte Carlo Tree Search algorithm☆29Sep 7, 2022Updated 3 years ago
- Official implementation of NeurIPS'24 Spotlight paper "Monte Carlo Tree Search based Space Transfer for Black-box Optimization".☆13Nov 28, 2024Updated last year
- ☆15Jan 9, 2025Updated last year
- A python-based crystal viewer built upon the fresnel and pymatgen libraries.☆16May 20, 2024Updated 2 years ago
- A set of real-world multi-objective optimization problems☆60Aug 26, 2026Updated last week
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆54Aug 20, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Curated list of known efforts in collecting and/or curating of chemical/materials data☆24Dec 8, 2020Updated 5 years ago
- Code accompanying https://arxiv.org/abs/1802.02219☆20Oct 5, 2022Updated 3 years ago
- Codes, instances and numerical results for the bilevel discrete network design problem (DNDP).☆17Sep 10, 2020Updated 5 years ago
- A demo on how use column generation in a primal heuristic for the Vehicle Routing Problem with Time Windows (VRPTW)☆19Jan 24, 2023Updated 3 years ago
- Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.☆23Jul 30, 2024Updated 2 years ago
- [NeurIPS 2025] LLM-driven framework to adaptively evolve Gaussian process kernels☆32Aug 7, 2026Updated 3 weeks ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆44Jun 8, 2019Updated 7 years ago