Numerical Black-Box Optimization Benchmarking Framework
☆294Dec 9, 2025Updated 3 months ago
Alternatives and similar repositories for coco
Users that are interested in coco are comparing it to the libraries listed below
Sorting:
- Code to run the ASEBO algorithm from the paper: From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization... …☆16Oct 14, 2020Updated 5 years ago
- Python implementation of CMA-ES☆1,287Feb 25, 2026Updated 3 weeks ago
- Experimentation procedure for Iterative Optimization Heuristics☆68Jan 6, 2026Updated 2 months ago
- Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies☆29May 30, 2022Updated 3 years ago
- Benchmark suite of test functions suitable for evaluating black-box optimization strategies☆52May 19, 2025Updated 10 months ago
- A set of real-world multi-objective optimization problems☆59May 29, 2021Updated 4 years ago
- DNE4py is a python library that aims to run and visualize many different evolutionary algorithms with high performance using mpi4py. It a…☆10Oct 13, 2020Updated 5 years ago
- Python library for CMA Evolution Strategy.☆486Feb 10, 2026Updated last month
- Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: fr…☆60Updated this week
- Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization☆21Dec 1, 2025Updated 3 months ago
- A collection of MetaBBO papers and code sources☆95Feb 6, 2026Updated last month
- [NeurIPS 2019] LOIS: Learning to Optimize In Swarms, guided by posterior estimation☆18Aug 14, 2021Updated 4 years ago
- 2013 IEEE CEC Competition on Niching Methods for Multimodal Optimization☆91Feb 6, 2021Updated 5 years ago
- The SOLAR blackbox optimization problem☆16Sep 24, 2025Updated 5 months ago
- Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks☆158Jun 30, 2021Updated 4 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆43Jun 8, 2019Updated 6 years ago
- Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions☆27Feb 27, 2026Updated 3 weeks ago
- A library for automatically designing metaheuristic optimizers.☆24Nov 9, 2025Updated 4 months ago
- Code repository for Ensemble Bayesian Optimization☆57Jul 18, 2019Updated 6 years ago
- Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems☆19May 21, 2018Updated 7 years ago
- ☆225Jul 25, 2024Updated last year
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆161Oct 10, 2025Updated 5 months ago
- ☆14Oct 16, 2025Updated 5 months ago
- ☆20May 28, 2024Updated last year
- (GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization☆33Mar 20, 2024Updated 2 years ago
- Plumbing for Optimization with Asynchronous Parallelism☆12Aug 2, 2019Updated 6 years ago
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Nov 6, 2020Updated 5 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆34Feb 3, 2023Updated 3 years ago
- A Python and MATLAB implementation of mathematical test functions for benchmarking optimization algorithms.☆72Mar 8, 2026Updated 2 weeks ago
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆15Dec 30, 2018Updated 7 years ago
- Starter kit for the black box optimization challenge at Neurips 2020☆115Aug 28, 2020Updated 5 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
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆42Sep 7, 2021Updated 4 years ago
- Collection of hyperparameter optimization benchmark problems☆164May 21, 2025Updated 10 months ago
- Performance analyzer for Iterative Optimization Heuristics.☆23Sep 26, 2025Updated 5 months ago
- This is the source code for SDDObench: A Benchmark for Streaming Data-Driven Optimization with Concept Drift.☆25May 28, 2025Updated 9 months ago
- BFO (Brute-Force Optimizer), a Matlab package to solve unconstrained or bound-constrained optimization in continuous and/or discrete and/…☆17Jul 10, 2022Updated 3 years ago
- Bayesian optimization in high-dimensions via random embedding.☆116Aug 4, 2013Updated 12 years ago
- The registry of the OptunaHub packages☆50Mar 13, 2026Updated last week