Knownoptimum_bo Alternatives
Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Ax | 2,217 |  | 2 | 26 | 8 months ago | 39 | December 09, 2023 | 68 | mit | Python |
| Adaptive Experimentation Platform | ||||||||||
| Spearmint | 1,334 | 5 years ago | 75 | other | Python | |||||
| Spearmint Bayesian optimization codebase | ||||||||||
| Spearmint | 1,310 | 7 years ago | 47 | Python | ||||||
| Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012 | ||||||||||
| Simple | 432 | 7 years ago | 3 | agpl-3.0 | Python | |||||
| Experimental Global Optimization Algorithm | ||||||||||
| Robo | 381 | 5 years ago | 16 | bsd-3-clause | Python | |||||
| RoBO: a Robust Bayesian Optimization framework | ||||||||||
| Bayesopt | 349 |  | 3 | 1 | 2 years ago | 3 | June 30, 2017 | 7 | agpl-3.0 | C++ |
| BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits. | ||||||||||
| Btrack | 310 |  | 5 | 6 months ago | 32 | August 10, 2023 | 48 | mit | Python | |
| Bayesian multi-object tracking | ||||||||||
| Goptuna | 240 | 4 | a year ago | 27 | September 09, 2023 | 13 | mit | Go | ||
| A hyperparameter optimization framework, inspired by Optuna. | ||||||||||
| Pygpgo | 236 | 1 | 3 years ago | 5 | July 27, 2021 | 6 | mit | Python | ||
| Bayesian optimization for Python | ||||||||||
| Limbo | 223 | a year ago | 19 | other | C++ | |||||
| A lightweight framework for Gaussian processes and Bayesian optimization of black-box functions (C++11) | ||||||||||
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